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		<title>R-G: Scalar curvature</title>
		<link>http://anhngq.wordpress.com/2009/11/26/r-g-scalar-curvature/</link>
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		<pubDate>Thu, 26 Nov 2009 13:51:06 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Riemannian geometry]]></category>

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		<description><![CDATA[In Riemannian geometry, the scalar curvature (or Ricci scalar) is the simplest curvature invariant of a Riemannian manifold. To each point on a Riemannian manifold, it assigns a single real number determined by the intrinsic geometry of the manifold near that point. Specifically, the scalar curvature represents the amount by which the volume of a [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1636&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>In <a title="Riemannian geometry" href="http://en.wikipedia.org/wiki/Riemannian_geometry">Riemannian geometry</a>, the <strong>scalar curvature</strong> (or <strong>Ricci scalar</strong>) is the simplest <a title="Curvature" href="http://en.wikipedia.org/wiki/Curvature">curvature</a> invariant of a <a title="Riemannian manifold" href="http://en.wikipedia.org/wiki/Riemannian_manifold">Riemannian manifold</a>. To each point on a Riemannian manifold, it assigns a single <a title="Real number" href="http://en.wikipedia.org/wiki/Real_number">real number</a> determined by the intrinsic geometry of the manifold near that point. Specifically, the scalar curvature represents the amount by which the <a title="Volume" href="http://en.wikipedia.org/wiki/Volume">volume</a> of a geodesic ball in a curved Riemannian manifold deviates from that of the standard ball in Euclidean space. In two dimensions, the scalar curvature is twice the <a title="Gaussian curvature" href="http://en.wikipedia.org/wiki/Gaussian_curvature">Gaussian curvature</a>, and completely characterizes the curvature of a surface. In more than two dimensions, however, the <a title="Curvature of Riemannian manifolds" href="http://en.wikipedia.org/wiki/Curvature_of_Riemannian_manifolds">curvature of Riemannian manifolds</a> involves more than one functionally independent quantity.</p>
<p>In <a title="General relativity" href="http://en.wikipedia.org/wiki/General_relativity">general relativity</a>, the scalar curvature is the <a title="Lagrangian" href="http://en.wikipedia.org/wiki/Lagrangian">Lagrangian</a> density for the <a title="Einstein–Hilbert action" href="http://en.wikipedia.org/wiki/Einstein%E2%80%93Hilbert_action">Einstein–Hilbert action</a>. The <a title="Euler–Lagrange equations" href="http://en.wikipedia.org/wiki/Euler%E2%80%93Lagrange_equations">Euler–Lagrange equations</a> for this Lagrangian under variations in the metric constitute the vacuum <a title="Einstein field equations" href="http://en.wikipedia.org/wiki/Einstein_field_equations">Einstein field equations</a>, and the stationary metrics are known as <a title="Einstein manifold" href="http://en.wikipedia.org/wiki/Einstein_manifold">Einstein metrics</a>. The scalar curvature is defined as the trace of the <a title="Ricci tensor" href="http://en.wikipedia.org/wiki/Ricci_tensor">Ricci tensor</a>, and it can be characterized as a multiple of the average of the <a title="Sectional curvature" href="http://en.wikipedia.org/wiki/Sectional_curvature">sectional curvatures</a> at a point. Unlike the Ricci tensor and sectional curvature, however, global results involving only the scalar curvature are extremely subtle and difficult. One of the few is the <a title="Positive mass theorem" href="http://en.wikipedia.org/wiki/Positive_mass_theorem">positive mass theorem</a> of <a title="Richard Schoen" href="http://en.wikipedia.org/wiki/Richard_Schoen">Richard Schoen</a>, <a title="Shing-Tung Yau" href="http://en.wikipedia.org/wiki/Shing-Tung_Yau">Shing-Tung Yau</a> and <a title="Edward Witten" href="http://en.wikipedia.org/wiki/Edward_Witten">Edward Witten</a>. Another is the <a title="Yamabe problem" href="http://en.wikipedia.org/wiki/Yamabe_problem">Yamabe problem</a>, which seeks extremal metrics in a given <a title="Conformal class" href="http://en.wikipedia.org/wiki/Conformal_class">conformal class</a> for which the scalar curvature is constant.</p>
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		<title>R-G: Ricci curvature</title>
		<link>http://anhngq.wordpress.com/2009/11/26/r-g-ricci-curvature/</link>
		<comments>http://anhngq.wordpress.com/2009/11/26/r-g-ricci-curvature/#comments</comments>
		<pubDate>Thu, 26 Nov 2009 12:56:39 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Riemannian geometry]]></category>

		<guid isPermaLink="false">http://anhngq.wordpress.com/?p=1634</guid>
		<description><![CDATA[In differential geometry, the Ricci curvature tensor, named after Gregorio Ricci-Curbastro, represents the amount by which the volume element of a geodesic ball in a curved Riemannian manifold deviates from that of the standard ball in Euclidean space. As such, it provides one way of measuring the degree to which the geometry determined by a [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1634&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>In <a title="Differential geometry" href="http://en.wikipedia.org/wiki/Differential_geometry">differential geometry</a>, the <strong>Ricci curvature tensor</strong>, named after <a title="Gregorio Ricci-Curbastro" href="http://en.wikipedia.org/wiki/Gregorio_Ricci-Curbastro">Gregorio Ricci-Curbastro</a>, represents the amount by which the <a title="Volume element" href="http://en.wikipedia.org/wiki/Volume_element">volume element</a> of a <a title="Geodesic" href="http://en.wikipedia.org/wiki/Geodesic">geodesic</a> <a title="Ball (mathematics)" href="http://en.wikipedia.org/wiki/Ball_%28mathematics%29">ball</a> in a curved <a title="Riemannian manifold" href="http://en.wikipedia.org/wiki/Riemannian_manifold">Riemannian manifold</a> deviates from that of the standard ball in <a title="Euclidean space" href="http://en.wikipedia.org/wiki/Euclidean_space">Euclidean space</a>. As such, it provides one way of measuring the degree to which the geometry determined by a given <a title="Riemannian metric" href="http://en.wikipedia.org/wiki/Riemannian_metric">Riemannian metric</a> might differ from that of ordinary Euclidean <em>n-</em>space. More generally, the Ricci tensor is defined on any <a title="Pseudo-Riemannian manifold" href="http://en.wikipedia.org/wiki/Pseudo-Riemannian_manifold">pseudo-Riemannian manifold</a>. Like the metric itself, the Ricci tensor is a <a title="Symmetric bilinear form" href="http://en.wikipedia.org/wiki/Symmetric_bilinear_form">symmetric bilinear form</a> on the <a title="Tangent space" href="http://en.wikipedia.org/wiki/Tangent_space">tangent space</a> of the manifold.</p>
<p>The Ricci curvature is broadly applicable to modern <a title="Riemannian geometry" href="http://en.wikipedia.org/wiki/Riemannian_geometry">Riemannian geometry</a> and <a title="General relativity" href="http://en.wikipedia.org/wiki/General_relativity">general relativity</a> theory. In connection with the latter, it is up to an overall <a title="Trace (mathematics)" href="http://en.wikipedia.org/wiki/Trace_%28mathematics%29">trace</a> term, the portion of the <a title="Einstein field equation" href="http://en.wikipedia.org/wiki/Einstein_field_equation">Einstein field equation</a> representing the geometry of <a title="Spacetime" href="http://en.wikipedia.org/wiki/Spacetime">spacetime</a>, the other significant portion of which comes from the presence of matter and energy. In connection with the former, lower bounds on the Ricci tensor on a Riemannian manifold allow one to extract global geometric and topological information by comparison (cf. <a title="Comparison theorem" href="http://en.wikipedia.org/wiki/Comparison_theorem">comparison theorem</a>) with the geometry of a constant curvature <a title="Space form" href="http://en.wikipedia.org/wiki/Space_form">space form</a>. If the Ricci tensor satisfies the vacuum Einstein equation, then the manifold is an <a title="Einstein manifold" href="http://en.wikipedia.org/wiki/Einstein_manifold">Einstein manifold</a>, which have been extensively studied (cf. <a href="http://en.wikipedia.org/wiki/Ricci_curvature#CITEREFBesse1987">Besse 1987</a>). In this connection, the <a title="Ricci flow" href="http://en.wikipedia.org/wiki/Ricci_flow">Ricci flow</a> equation governs the evolution of a given metric to an Einstein metric, the precise manner in which this occurs ultimately leads to the <a title="Solution of the Poincaré conjecture" href="http://en.wikipedia.org/wiki/Solution_of_the_Poincar%C3%A9_conjecture">solution of the Poincaré conjecture</a>.</p>
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		<title>R-G: Sectional curvature</title>
		<link>http://anhngq.wordpress.com/2009/11/26/r-g-sectional-curvature/</link>
		<comments>http://anhngq.wordpress.com/2009/11/26/r-g-sectional-curvature/#comments</comments>
		<pubDate>Thu, 26 Nov 2009 07:40:56 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Riemannian geometry]]></category>

		<guid isPermaLink="false">http://anhngq.wordpress.com/?p=1623</guid>
		<description><![CDATA[In Riemannian geometry, the sectional curvature is one of the ways to describe the curvature of Riemannian manifolds.
Definition. The sectional curvature of the plane spanned by the (linearly independent) tangent vectors  of the Riemannian manifold  is
.
In local coordinates, if

we then have

which implies

Besides

Thus
.
To be exact, without using Einstein summation convention, one reads the above [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1623&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>In <a title="Riemannian geometry" href="http://en.wikipedia.org/wiki/Riemannian_geometry">Riemannian geometry</a>, the <strong>sectional curvature</strong> is one of the ways to describe the <a title="Curvature of Riemannian manifolds" href="http://en.wikipedia.org/wiki/Curvature_of_Riemannian_manifolds">curvature of Riemannian manifolds</a>.</p>
<p><strong>Definition</strong>. The sectional curvature of the plane spanned by the (linearly independent) tangent vectors <img src='http://l.wordpress.com/latex.php?latex=X%2C+Y+%5Cin+T_xM&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X, Y \in T_xM' title='X, Y \in T_xM' class='latex' /> of the Riemannian manifold <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' /> is</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+K%5Cleft%28+%7BX%2CY%7D+%5Cright%29+%3D+%5Cfrac%7B%7B%5Cleft%5Clangle+%7BR%5Cleft%28+%7BX%2CY%7D+%5Cright%29Y%2CX%7D+%5Cright%5Crangle+%7D%7D%7B%7B%5Cleft%5Clangle+%7BX%2CX%7D+%5Cright%5Crangle+%5Cleft%5Clangle+%7BY%2CY%7D+%5Cright%5Crangle+-+%7B%7B%5Cleft%5Clangle+%7BX%2CY%7D+%5Cright%5Crangle+%7D%5E2%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle K\left( {X,Y} \right) = \frac{{\left\langle {R\left( {X,Y} \right)Y,X} \right\rangle }}{{\left\langle {X,X} \right\rangle \left\langle {Y,Y} \right\rangle - {{\left\langle {X,Y} \right\rangle }^2}}}' title='\displaystyle K\left( {X,Y} \right) = \frac{{\left\langle {R\left( {X,Y} \right)Y,X} \right\rangle }}{{\left\langle {X,X} \right\rangle \left\langle {Y,Y} \right\rangle - {{\left\langle {X,Y} \right\rangle }^2}}}' class='latex' />.</p>
<p>In local coordinates, if</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+X+%3D+%7BX%5Ei%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C+%5Cquad+Y+%3D+%7BY%5Ej%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle X = {X^i}\frac{\partial }{{\partial {x^i}}}, \quad Y = {Y^j}\frac{\partial }{{\partial {x^j}}}' title='\displaystyle X = {X^i}\frac{\partial }{{\partial {x^i}}}, \quad Y = {Y^j}\frac{\partial }{{\partial {x^j}}}' class='latex' /></p>
<p>we then have</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R%5Cleft%28+%7BX%2CY%7D+%5Cright%29Y+%3D+%7BX%5Ei%7D%7BY%5Ej%7D%7BY%5Ek%7DR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+%3D+%7BX%5Ei%7D%7BY%5Ej%7D%7BY%5Ek%7DR_%7Bkij%7D%5El%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R\left( {X,Y} \right)Y = {X^i}{Y^j}{Y^k}R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right)\frac{\partial }{{\partial {x^k}}} = {X^i}{Y^j}{Y^k}R_{kij}^l\frac{\partial }{{\partial {x^l}}}' title='\displaystyle R\left( {X,Y} \right)Y = {X^i}{Y^j}{Y^k}R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right)\frac{\partial }{{\partial {x^k}}} = {X^i}{Y^j}{Y^k}R_{kij}^l\frac{\partial }{{\partial {x^l}}}' class='latex' /></p>
<p>which implies</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cbegin%7Bgathered%7D+%5Cleft%5Clangle+%7BR%5Cleft%28+%7BX%2CY%7D+%5Cright%29Y%2CX%7D+%5Cright%5Crangle+%3D+%7BX%5Ei%7D%7BY%5Ej%7D%7BY%5Ek%7DR_%7Bkij%7D%5El%5Cleft%5Clangle+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C%7BX%5Em%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D%7D+%5Cright%5Crangle+%5Chfill+%5C%5C+%5Cqquad%3D+%7BX%5Ei%7D%7BY%5Ej%7D%7BX%5Em%7D%7BY%5Ek%7DR_%7Bkij%7D%5El%7Bg_%7Blm%7D%7D+%5Chfill+%5C%5C+%5Cqquad%3D+%7BR_%7Bmkij%7D%7D%7BX%5Ei%7D%7BY%5Ej%7D%7BX%5Em%7D%7BY%5Ek%7D+%5Chfill+%5C%5C+%5Cqquad+%3D+%7BR_%7Bijmk%7D%7D%7BX%5Ei%7D%7BY%5Ej%7D%7BX%5Em%7D%7BY%5Ek%7D.+%5Chfill+%5C%5C+%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\begin{gathered} \left\langle {R\left( {X,Y} \right)Y,X} \right\rangle = {X^i}{Y^j}{Y^k}R_{kij}^l\left\langle {\frac{\partial }{{\partial {x^l}}},{X^m}\frac{\partial }{{\partial {x^m}}}} \right\rangle \hfill \\ \qquad= {X^i}{Y^j}{X^m}{Y^k}R_{kij}^l{g_{lm}} \hfill \\ \qquad= {R_{mkij}}{X^i}{Y^j}{X^m}{Y^k} \hfill \\ \qquad = {R_{ijmk}}{X^i}{Y^j}{X^m}{Y^k}. \hfill \\ \end{gathered}' title='\displaystyle\begin{gathered} \left\langle {R\left( {X,Y} \right)Y,X} \right\rangle = {X^i}{Y^j}{Y^k}R_{kij}^l\left\langle {\frac{\partial }{{\partial {x^l}}},{X^m}\frac{\partial }{{\partial {x^m}}}} \right\rangle \hfill \\ \qquad= {X^i}{Y^j}{X^m}{Y^k}R_{kij}^l{g_{lm}} \hfill \\ \qquad= {R_{mkij}}{X^i}{Y^j}{X^m}{Y^k} \hfill \\ \qquad = {R_{ijmk}}{X^i}{Y^j}{X^m}{Y^k}. \hfill \\ \end{gathered}' class='latex' /></p>
<p>Besides</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cbegin%7Bgathered%7D+%5Cleft%5Clangle+%7BX%2CX%7D+%5Cright%5Crangle+%5Cleft%5Clangle+%7BY%2CY%7D+%5Cright%5Crangle+-+%7B%5Cleft%5Clangle+%7BX%2CY%7D+%5Cright%5Crangle+%5E2%7D+%3D+%7BX%5Ei%7D%7BX%5Em%7D%7Bg_%7Bim%7D%7D%7BY%5Ej%7D%7BY%5Ek%7D%7Bg_%7Bjk%7D%7D+-+%7B%5Cleft%28+%7B%7BX%5E%5Calpha+%7D%7BY%5E%5Cbeta+%7D%7Bg_%7B%5Calpha+%5Cbeta+%7D%7D%7D+%5Cright%29%5E2%7D+%5Chfill+%5C%5C+%5Cqquad%3D+%7BX%5Ei%7D%7BX%5Em%7D%7Bg_%7Bim%7D%7D%7BY%5Ej%7D%7BY%5Ek%7D%7Bg_%7Bjk%7D%7D+-+%7BX%5E%5Calpha+%7D%7BY%5E%5Cbeta+%7D%7Bg_%7B%5Calpha+%5Cbeta+%7D%7D%7BX%5E%5Cgamma+%7D%7BY%5E%5Cdelta+%7D%7Bg_%7B%5Cgamma+%5Cdelta+%7D%7D+%5Chfill+%5C%5C+%5Cqquad%3D+%5Cleft%28+%7B%7Bg_%7Bim%7D%7D%7Bg_%7Bjk%7D%7D+-+%7Bg_%7Bij%7D%7D%7Bg_%7Bmk%7D%7D%7D+%5Cright%29%7BX%5Ei%7D%7BX%5Em%7D%7BY%5Ej%7D%7BY%5Ek%7D.+%5Chfill+%5C%5C%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\begin{gathered} \left\langle {X,X} \right\rangle \left\langle {Y,Y} \right\rangle - {\left\langle {X,Y} \right\rangle ^2} = {X^i}{X^m}{g_{im}}{Y^j}{Y^k}{g_{jk}} - {\left( {{X^\alpha }{Y^\beta }{g_{\alpha \beta }}} \right)^2} \hfill \\ \qquad= {X^i}{X^m}{g_{im}}{Y^j}{Y^k}{g_{jk}} - {X^\alpha }{Y^\beta }{g_{\alpha \beta }}{X^\gamma }{Y^\delta }{g_{\gamma \delta }} \hfill \\ \qquad= \left( {{g_{im}}{g_{jk}} - {g_{ij}}{g_{mk}}} \right){X^i}{X^m}{Y^j}{Y^k}. \hfill \\\end{gathered}' title='\displaystyle\begin{gathered} \left\langle {X,X} \right\rangle \left\langle {Y,Y} \right\rangle - {\left\langle {X,Y} \right\rangle ^2} = {X^i}{X^m}{g_{im}}{Y^j}{Y^k}{g_{jk}} - {\left( {{X^\alpha }{Y^\beta }{g_{\alpha \beta }}} \right)^2} \hfill \\ \qquad= {X^i}{X^m}{g_{im}}{Y^j}{Y^k}{g_{jk}} - {X^\alpha }{Y^\beta }{g_{\alpha \beta }}{X^\gamma }{Y^\delta }{g_{\gamma \delta }} \hfill \\ \qquad= \left( {{g_{im}}{g_{jk}} - {g_{ij}}{g_{mk}}} \right){X^i}{X^m}{Y^j}{Y^k}. \hfill \\\end{gathered}' class='latex' /></p>
<p>Thus</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+K%5Cleft%28+%7BX%2CY%7D+%5Cright%29+%3D+%5Cfrac%7B%7B%7BR_%7Bijmk%7D%7D%7BX%5Ei%7D%7BY%5Ej%7D%7BX%5Em%7D%7BY%5Ek%7D%7D%7D%7B%7B%5Cleft%28+%7B%7Bg_%7Bim%7D%7D%7Bg_%7Bjk%7D%7D+-+%7Bg_%7Bij%7D%7D%7Bg_%7Bmk%7D%7D%7D+%5Cright%29%7BX%5Ei%7D%7BX%5Em%7D%7BY%5Ej%7D%7BY%5Ek%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle K\left( {X,Y} \right) = \frac{{{R_{ijmk}}{X^i}{Y^j}{X^m}{Y^k}}}{{\left( {{g_{im}}{g_{jk}} - {g_{ij}}{g_{mk}}} \right){X^i}{X^m}{Y^j}{Y^k}}}' title='\displaystyle K\left( {X,Y} \right) = \frac{{{R_{ijmk}}{X^i}{Y^j}{X^m}{Y^k}}}{{\left( {{g_{im}}{g_{jk}} - {g_{ij}}{g_{mk}}} \right){X^i}{X^m}{Y^j}{Y^k}}}' class='latex' />.</p>
<p>To be exact, without using Einstein summation convention, one reads the above identity as following</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+K%5Cleft%28+%7BX%2CY%7D+%5Cright%29+%3D+%5Cfrac%7B%7B%5Csum%5Climits_%7Bijmk%7D+%7B%7BR_%7Bijmk%7D%7D%7BX%5Ei%7D%7BY%5Ej%7D%7BX%5Em%7D%7BY%5Ek%7D%7D+%7D%7D%7B%7B%5Csum%5Climits_%7Bijmk%7D+%7B%5Cleft%28+%7B%7Bg_%7Bim%7D%7D%7Bg_%7Bjk%7D%7D+-+%7Bg_%7Bij%7D%7D%7Bg_%7Bmk%7D%7D%7D+%5Cright%29%7BX%5Ei%7D%7BX%5Em%7D%7BY%5Ej%7D%7BY%5Ek%7D%7D+%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle K\left( {X,Y} \right) = \frac{{\sum\limits_{ijmk} {{R_{ijmk}}{X^i}{Y^j}{X^m}{Y^k}} }}{{\sum\limits_{ijmk} {\left( {{g_{im}}{g_{jk}} - {g_{ij}}{g_{mk}}} \right){X^i}{X^m}{Y^j}{Y^k}} }}' title='\displaystyle K\left( {X,Y} \right) = \frac{{\sum\limits_{ijmk} {{R_{ijmk}}{X^i}{Y^j}{X^m}{Y^k}} }}{{\sum\limits_{ijmk} {\left( {{g_{im}}{g_{jk}} - {g_{ij}}{g_{mk}}} \right){X^i}{X^m}{Y^j}{Y^k}} }}' class='latex' />.</p>
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		<title>R-G: Hessian and Laplacian</title>
		<link>http://anhngq.wordpress.com/2009/11/26/r-g-hessian-and-laplacian/</link>
		<comments>http://anhngq.wordpress.com/2009/11/26/r-g-hessian-and-laplacian/#comments</comments>
		<pubDate>Wed, 25 Nov 2009 18:17:58 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Riemannian geometry]]></category>

		<guid isPermaLink="false">http://anhngq.wordpress.com/?p=1598</guid>
		<description><![CDATA[For a given smooth function  on manifold , the gradient of  is given by
.
Note that gradient of  is also a vector field on . Thus, for each , it is reasonable to talk about .
Definition 1. Hessian of , denoted by , is defined as the symmetric -tensor
.
We also denote by  [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1598&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>For a given smooth function <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> on manifold <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' />, the gradient of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> is given by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cnabla+f+%3D+g%5E%7Bkj%7D+%5Cdfrac%7B%5Cpartial+f%7D%7B%5Cpartial+x%5Ej%7D+%5Cfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ek%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \nabla f = g^{kj} \dfrac{\partial f}{\partial x^j} \frac{\partial}{\partial x^k}' title='\displaystyle \nabla f = g^{kj} \dfrac{\partial f}{\partial x^j} \frac{\partial}{\partial x^k}' class='latex' />.</p>
<p>Note that gradient of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> is also a vector field on <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' />. Thus, for each <img src='http://l.wordpress.com/latex.php?latex=X+%5Cin+TM&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X \in TM' title='X \in TM' class='latex' />, it is reasonable to talk about <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla_X+%5Cnabla+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla_X \nabla f' title='\nabla_X \nabla f' class='latex' />.</p>
<p><strong>Definition 1</strong>. Hessian of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' />, denoted by <img src='http://l.wordpress.com/latex.php?latex=%7B%5Crm+Hess%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{\rm Hess}' title='{\rm Hess}' class='latex' />, is defined as the symmetric <img src='http://l.wordpress.com/latex.php?latex=%280%2C2%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(0,2)' title='(0,2)' class='latex' />-tensor</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%7B%5Crm+Hess%7D+f+%28X%2CY%29%3Dg%28%5Cnabla_X+%5Cnabla+f%2C+Y%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{\rm Hess} f (X,Y)=g(\nabla_X \nabla f, Y)' title='{\rm Hess} f (X,Y)=g(\nabla_X \nabla f, Y)' class='latex' />.</p>
<p>We also denote by <img src='http://l.wordpress.com/latex.php?latex=f_%7Bij%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f_{ij}' title='f_{ij}' class='latex' /> the following</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Crm+Hess%7D+f+%5Cleft%28%5Cfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D%2C+%5Cfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ej%7D%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\rm Hess} f \left(\frac{\partial}{\partial x^i}, \frac{\partial}{\partial x^j}\right)' title='\displaystyle {\rm Hess} f \left(\frac{\partial}{\partial x^i}, \frac{\partial}{\partial x^j}\right)' class='latex' />.</p>
<p>Thus</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cbegin%7Bgathered%7D+%7Bf_%7Bij%7D%7D+%3D+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cnabla+f%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cleft%28+%7B%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D+%5Cright%29%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+%5Cquad%5C%3B+%3D+g%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cleft%28+%7B%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+%2B+%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+%5Cquad%5C%3B+%3D+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cleft%28+%7B%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29g%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%2B+%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7Dg%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C%5Cquad%5C%3B+%3D+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cleft%28+%7B%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%7Bg_%7Bkj%7D%7D+%2B+%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D+%5Cleft%5B+%5Cfrac%7B1%7D%7B2%7D%5Cleft%28+%7B-%5Cfrac%7B%7B%5Cpartial+%7Bg_%7Bki%7D%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D+%2B+%5Cfrac%7B%7B%5Cpartial+%7Bg_%7Bij%7D%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+%2B+%5Cfrac%7B%7B%5Cpartial+%7Bg_%7Bkj%7D%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29%5Cright%5D.+%5Chfill%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\begin{gathered} {f_{ij}} = g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\nabla f,\frac{\partial }{{\partial {x^j}}}} \right) = g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}\frac{\partial }{{\partial {x^k}}}} \right),\frac{\partial }{{\partial {x^j}}}} \right) \hfill \\ \quad\; = g\left( {\frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^k}}} + {g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) \hfill \\ \quad\; = \frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right)g\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) + {g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) \hfill \\\quad\; = \frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right){g_{kj}} + {g^{kl}}\frac{{\partial f}}{{\partial {x^l}}} \left[ \frac{1}{2}\left( {-\frac{{\partial {g_{ki}}}}{{\partial {x^j}}} + \frac{{\partial {g_{ij}}}}{{\partial {x^k}}} + \frac{{\partial {g_{kj}}}}{{\partial {x^i}}}} \right)\right]. \hfill\end{gathered}' title='\displaystyle\begin{gathered} {f_{ij}} = g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\nabla f,\frac{\partial }{{\partial {x^j}}}} \right) = g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}\frac{\partial }{{\partial {x^k}}}} \right),\frac{\partial }{{\partial {x^j}}}} \right) \hfill \\ \quad\; = g\left( {\frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^k}}} + {g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) \hfill \\ \quad\; = \frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right)g\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) + {g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) \hfill \\\quad\; = \frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right){g_{kj}} + {g^{kl}}\frac{{\partial f}}{{\partial {x^l}}} \left[ \frac{1}{2}\left( {-\frac{{\partial {g_{ki}}}}{{\partial {x^j}}} + \frac{{\partial {g_{ij}}}}{{\partial {x^k}}} + \frac{{\partial {g_{kj}}}}{{\partial {x^i}}}} \right)\right]. \hfill\end{gathered}' class='latex' /></p>
<p style="text-align:left;">Note that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cleft%28+%7B%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%7Bg_%7Bkj%7D%7D+%3D+%5Cfrac%7B%7B%5Cpartial+%7Bg%5E%7Bkl%7D%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7Bg_%7Bkj%7D%7D+%2B+%7Bg%5E%7Bkl%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cleft%28+%7B%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%7Bg_%7Bkj%7D%7D+%3D+%5Cfrac%7B%7B%5Cpartial+%7Bg%5E%7Bkl%7D%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7Bg_%7Bkj%7D%7D+%2B+%5Cfrac%7B%7B%7B%5Cpartial+%5E2%7Df%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%5Cpartial+%7Bx%5Ej%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right){g_{kj}} = \frac{{\partial {g^{kl}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g_{kj}} + {g^{kl}}\frac{\partial }{{\partial {x^i}}}\left( {\frac{{\partial f}}{{\partial {x^l}}}} \right){g_{kj}} = \frac{{\partial {g^{kl}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g_{kj}} + \frac{{{\partial ^2}f}}{{\partial {x^i}\partial {x^j}}}' title='\displaystyle \frac{\partial }{{\partial {x^i}}}\left( {{g^{kl}}\frac{{\partial f}}{{\partial {x^l}}}} \right){g_{kj}} = \frac{{\partial {g^{kl}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g_{kj}} + {g^{kl}}\frac{\partial }{{\partial {x^i}}}\left( {\frac{{\partial f}}{{\partial {x^l}}}} \right){g_{kj}} = \frac{{\partial {g^{kl}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g_{kj}} + \frac{{{\partial ^2}f}}{{\partial {x^i}\partial {x^j}}}' class='latex' />.</p>
<p style="text-align:left;">Since <img src='http://l.wordpress.com/latex.php?latex=0%3D%5Cfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D%28g%5E%7Bkl%7Dg_%7Bkj%7D%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='0=\frac{\partial}{\partial x^i}(g^{kl}g_{kj})' title='0=\frac{\partial}{\partial x^i}(g^{kl}g_{kj})' class='latex' /> then</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7B%7B%5Cpartial+%7Bg%5E%7Bkl%7D%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7Bg_%7Bkj%7D%7D+%3D+-+%5Cfrac%7B%7B%5Cpartial+%7Bg_%7Bkj%7D%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7Bg%5E%7Bkl%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{{\partial {g^{kl}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g_{kj}} = - \frac{{\partial {g_{kj}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g^{kl}}' title='\displaystyle\frac{{\partial {g^{kl}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g_{kj}} = - \frac{{\partial {g_{kj}}}}{{\partial {x^i}}}\frac{{\partial f}}{{\partial {x^l}}}{g^{kl}}' class='latex' /></p>
<p>which implies</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+f_%7Bij%7D+%3D%5Cfrac%7B%7B%7B%5Cpartial+%5E2%7Df%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%5Cpartial+%7Bx%5Ej%7D%7D%7D+-+%5CGamma+_%7Bij%7D%5Em%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle f_{ij} =\frac{{{\partial ^2}f}}{{\partial {x^i}\partial {x^j}}} - \Gamma _{ij}^m\frac{{\partial f}}{{\partial {x^m}}}' title='\displaystyle f_{ij} =\frac{{{\partial ^2}f}}{{\partial {x^i}\partial {x^j}}} - \Gamma _{ij}^m\frac{{\partial f}}{{\partial {x^m}}}' class='latex' />.</p>
<p><strong>Definition 2</strong>. Laplacian of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' />, denoted by <img src='http://l.wordpress.com/latex.php?latex=%5CDelta+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\Delta f' title='\Delta f' class='latex' />, is defined as the trace of <img src='http://l.wordpress.com/latex.php?latex=%7B%5Crm+Hess%7D+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{\rm Hess} f' title='{\rm Hess} f' class='latex' />.</p>
<p>Note that <img src='http://l.wordpress.com/latex.php?latex=%7B%5Crm+Hess%7D+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{\rm Hess} f' title='{\rm Hess} f' class='latex' /> is a <img src='http://l.wordpress.com/latex.php?latex=%280%2C2%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(0,2)' title='(0,2)' class='latex' />-tensor, then in local coordinates, one has</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5CDelta+f+%3D+%7Bg%5E%7Bij%7D%7D%7Bf_%7Bij%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \Delta f = {g^{ij}}{f_{ij}}' title='\displaystyle \Delta f = {g^{ij}}{f_{ij}}' class='latex' />.</p>
<p>It is clear that <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla+X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla X' title='\nabla X' class='latex' /> is a <img src='http://l.wordpress.com/latex.php?latex=%281%2C1%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(1,1)' title='(1,1)' class='latex' />-tensor field. To see this fact, one can assume <img src='http://l.wordpress.com/latex.php?latex=X%3DX%5Ei+%5Cfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X=X^i \frac{\partial}{\partial x^i}' title='X=X^i \frac{\partial}{\partial x^i}' class='latex' /> then from</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D%7D%5Cleft%28+%7B%7BX%5Ei%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%3D+%5Cfrac%7B%7B%5Cpartial+%7BX%5Ei%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%2B+%7BX%5Ei%7D%5CGamma+_%7Bji%7D%5El%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\nabla _{\frac{\partial }{{\partial {x^j}}}}}\left( {{X^i}\frac{\partial }{{\partial {x^i}}}} \right) = \frac{{\partial {X^i}}}{{\partial {x^j}}}\frac{\partial }{{\partial {x^i}}} + {X^i}\Gamma _{ji}^l\frac{\partial }{{\partial {x^l}}}' title='\displaystyle {\nabla _{\frac{\partial }{{\partial {x^j}}}}}\left( {{X^i}\frac{\partial }{{\partial {x^i}}}} \right) = \frac{{\partial {X^i}}}{{\partial {x^j}}}\frac{\partial }{{\partial {x^i}}} + {X^i}\Gamma _{ji}^l\frac{\partial }{{\partial {x^l}}}' class='latex' /></p>
<p>one has</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cnabla+X+%3D+%5Cleft%5B+%7B%5Cfrac%7B%7B%5Cpartial+%7BX%5Ei%7D%7D%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%2B+%7BX%5Ei%7D%5CGamma+_%7Bji%7D%5El%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%5D+%5Cotimes+d%7Bx%5Ej%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\nabla X = \left[ {\frac{{\partial {X^i}}}{{\partial {x^j}}}\frac{\partial }{{\partial {x^i}}} + {X^i}\Gamma _{ji}^l\frac{\partial }{{\partial {x^l}}}} \right] \otimes d{x^j}' title='\displaystyle\nabla X = \left[ {\frac{{\partial {X^i}}}{{\partial {x^j}}}\frac{\partial }{{\partial {x^i}}} + {X^i}\Gamma _{ji}^l\frac{\partial }{{\partial {x^l}}}} \right] \otimes d{x^j}' class='latex' /></p>
<p>since <img src='http://l.wordpress.com/latex.php?latex=%7B%5Cnabla+_Y%7DX+%3D+%5Cleft%5Clangle+%7BY%2C%5Cnabla+X%7D+%5Cright%5Crangle+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{\nabla _Y}X = \left\langle {Y,\nabla X} \right\rangle ' title='{\nabla _Y}X = \left\langle {Y,\nabla X} \right\rangle ' class='latex' /> which is exactly an <img src='http://l.wordpress.com/latex.php?latex=%281%2C1%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(1,1)' title='(1,1)' class='latex' />-tensor. Then we can define divergence of a vector field <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' /> as following</p>
<p><strong>Definition 3</strong>. Divergence of vector field <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' /> is given by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Crm+div%7D+X+%3D+%7B%5Crm+Trace%7D%28%5Cnabla+X%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\rm div} X = {\rm Trace}(\nabla X)' title='\displaystyle {\rm div} X = {\rm Trace}(\nabla X)' class='latex' />.</p>
<p>In coordinates, this is</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Crm+div%7D+X+%3D+dx%5Ei+%5Cleft%28+%5Cnabla_%7B%5Cfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D%7D+X%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\rm div} X = dx^i \left( \nabla_{\frac{\partial}{\partial x^i}} X\right)' title='\displaystyle {\rm div} X = dx^i \left( \nabla_{\frac{\partial}{\partial x^i}} X\right)' class='latex' /></p>
<p style="text-align:left;">and with respect to an orthornormal basis</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Crm+div%7D+X+%3Dg%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7DX%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\rm div} X =g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}X,\frac{\partial }{{\partial {x^i}}}} \right)' title='\displaystyle {\rm div} X =g\left( {{\nabla _{\frac{\partial }{{\partial {x^i}}}}}X,\frac{\partial }{{\partial {x^i}}}} \right)' class='latex' />.</p>
<p>Thus <img src='http://l.wordpress.com/latex.php?latex=%5CDelta+f+%3D+%7B%5Crm+Trace%7D%28%5Cnabla%28%5Cnabla+f%29%29+%3D+%7B%5Crm+div%7D%28%5Cnabla+f%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\Delta f = {\rm Trace}(\nabla(\nabla f)) = {\rm div}(\nabla f)' title='\Delta f = {\rm Trace}(\nabla(\nabla f)) = {\rm div}(\nabla f)' class='latex' />.</p>
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		<title>R-G: Bianchi identities</title>
		<link>http://anhngq.wordpress.com/2009/11/17/r-g-bianchi-identities/</link>
		<comments>http://anhngq.wordpress.com/2009/11/17/r-g-bianchi-identities/#comments</comments>
		<pubDate>Mon, 16 Nov 2009 17:22:56 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Riemannian geometry]]></category>

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		<description><![CDATA[Recall that  is defined to be
.
Let
.
The way to understand  is to look at the following 4-covariant tensor
.
As can be seen, the components of  are .
We first obtain the following result.
Theorem 1. The curvature tensor   satisfies the following property
.
Proof.
The proof relies on the definition of the 4-covariant tensor above. To be precise, [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1533&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Recall that <img src='http://l.wordpress.com/latex.php?latex=R_%7Bikl%7D%5Ej&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ikl}^j' title='R_{ikl}^j' class='latex' /> is defined to be</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R_%7Bikl%7D%5Ej+%3D+%5Cleft%5Clangle+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2Cd%7Bx%5Ej%7D%7D+%5Cright%5Crangle+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R_{ikl}^j = \left\langle {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},d{x^j}} \right\rangle ' title='\displaystyle R_{ikl}^j = \left\langle {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},d{x^j}} \right\rangle ' class='latex' />.</p>
<p>Let</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R_%7Bijkl%7D%3Dg_%7Bhj%7D+R_%7Bikl%7D%5Eh&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R_{ijkl}=g_{hj} R_{ikl}^h' title='\displaystyle R_{ijkl}=g_{hj} R_{ikl}^h' class='latex' />.</p>
<p>The way to understand <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}' title='R_{ijkl}' class='latex' /> is to look at the following 4-covariant tensor</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=R%28X%2CY%2CZ%2CT%29+%3D+g%28R%28X%2CY%29Z%2C+T%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(X,Y,Z,T) = g(R(X,Y)Z, T)' title='R(X,Y,Z,T) = g(R(X,Y)Z, T)' class='latex' />.</p>
<p>As can be seen, the components of <img src='http://l.wordpress.com/latex.php?latex=R%28X%2CY%2CZ%2CT%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(X,Y,Z,T)' title='R(X,Y,Z,T)' class='latex' /> are <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}' title='R_{ijkl}' class='latex' />.</p>
<p>We first obtain the following result.</p>
<p><strong>Theorem 1</strong>. The curvature tensor <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}' title='R_{ijkl}' class='latex' />  satisfies the following property</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%7BR_%7Bijkl%7D%7D+%3D+-+%7BR_%7Bijlk%7D%7D+%3D+-+%7BR_%7Bjikl%7D%7D+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{R_{ijkl}} = - {R_{ijlk}} = - {R_{jikl}} ' title='{R_{ijkl}} = - {R_{ijlk}} = - {R_{jikl}} ' class='latex' />.</p>
<p><em>Proof</em>.</p>
<p>The proof relies on the definition of the 4-covariant tensor above. To be precise, one has</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+g%5Cleft%28+%7BR_%7Bikl%7D%5Eh%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Eh%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+%7Bg_%7Bhj%7D%7DR_%7Bikl%7D%5Eh+%3D+%7BR_%7Bijkl%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) = g\left( {R_{ikl}^h\frac{\partial }{{\partial {x^h}}},\frac{\partial }{{\partial {x^j}}}} \right) = {g_{hj}}R_{ikl}^h = {R_{ijkl}}' title='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) = g\left( {R_{ikl}^h\frac{\partial }{{\partial {x^h}}},\frac{\partial }{{\partial {x^j}}}} \right) = {g_{hj}}R_{ikl}^h = {R_{ijkl}}' class='latex' /></p>
<p>and</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+%7BR_%7Bijlk%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) = {R_{ijlk}}' title='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) = {R_{ijlk}}' class='latex' />.</p>
<p>Since</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%3D+-+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^i}}} = - R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}}' title='\displaystyle R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^i}}} = - R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}}' class='latex' /></p>
<p>then <img src='http://l.wordpress.com/latex.php?latex=%7BR_%7Bijkl%7D%7D+%3D+-+%7BR_%7Bijlk%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{R_{ijkl}} = - {R_{ijlk}}' title='{R_{ijkl}} = - {R_{ijlk}}' class='latex' />. This comes from the definition of curvature tensor and the fact that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cleft%5B+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5En%7D%7D%7D%7D+%5Cright%5D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\left[ {\frac{\partial }{{\partial {x^m}}},\frac{\partial }{{\partial {x^n}}}} \right] = 0' title='\displaystyle\left[ {\frac{\partial }{{\partial {x^m}}},\frac{\partial }{{\partial {x^n}}}} \right] = 0' class='latex' />.</p>
<p>Similarly, for the latter case, one can argue as follows</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cbegin%7Bgathered%7D+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+%5Cqquad%5Cqquad%3D+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+-+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+-+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cleft%5B+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%5D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%5Cpartial+x%5Ei%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \begin{gathered} g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ \qquad\qquad= g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - g\left( {{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{\partial x^i},\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ \end{gathered}' title='\displaystyle \begin{gathered} g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ \qquad\qquad= g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - g\left( {{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{\partial x^i},\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ \end{gathered}' class='latex' />.</p>
<p>We now use the fact that <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla' title='\nabla' class='latex' /> is a metric connection. Indeed,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cbegin%7Bgathered%7D+%5C%3B%5C%3B%5C%3B+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%3D+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7Dg%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+-+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+-+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%3D+-+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7Dg%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%2B+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+-+g%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cleft%5B+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%5D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%3D+-+%5Cleft%5B+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%5Dg%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%2B+g%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%7B%5Cnabla+_%7B%5Cleft%5B+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%5D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29.+%5Chfill+%5C%5C%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \begin{gathered} \;\;\; g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = \frac{\partial }{{\partial {x^k}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ - g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = - \frac{\partial }{{\partial {x^l}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) + g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ - g\left( {{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = - \left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]g\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) + g\left( {\frac{\partial }{{\partial {x^i}}},{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{{\partial {x^i}}}} \right). \hfill \\\end{gathered}' title='\displaystyle \begin{gathered} \;\;\; g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = \frac{\partial }{{\partial {x^k}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ - g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = - \frac{\partial }{{\partial {x^l}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) + g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ - g\left( {{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = - \left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]g\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) + g\left( {\frac{\partial }{{\partial {x^i}}},{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{{\partial {x^i}}}} \right). \hfill \\\end{gathered}' class='latex' /></p>
<p>Thus</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cbegin%7Bgathered%7D+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+%5Cqquad%5Cqquad%3D+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7Dg%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+-+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7Dg%5Cleft%28+%7B%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+-+%5Cfrac%7B1%7D%7B2%7D%5Cleft%5B+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%5Dg%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%3D+0.+%5Chfill+%5C%5C%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \begin{gathered} g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ \qquad\qquad= \frac{\partial }{{\partial {x^k}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - \frac{\partial }{{\partial {x^l}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - \frac{1}{2}\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]g\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = 0. \hfill \\\end{gathered}' title='\displaystyle \begin{gathered} g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) \hfill \\ \qquad\qquad= \frac{\partial }{{\partial {x^k}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - \frac{\partial }{{\partial {x^l}}}g\left( {{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) - \frac{1}{2}\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]g\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = 0. \hfill \\\end{gathered}' class='latex' /></p>
<p>Hence</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = 0' title='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}} \right) = 0' class='latex' />.</p>
<p>The above identity also holds if we replace <img src='http://l.wordpress.com/latex.php?latex=%5Cfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\frac{\partial}{\partial x^i}' title='\frac{\partial}{\partial x^i}' class='latex' /> by a vector field <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' />. Thus</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%2B+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%2B+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\left( {\frac{\partial }{{\partial {x^i}}} + \frac{\partial }{{\partial {x^j}}}} \right),\frac{\partial }{{\partial {x^i}}} + \frac{\partial }{{\partial {x^j}}}} \right) = 0' title='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\left( {\frac{\partial }{{\partial {x^i}}} + \frac{\partial }{{\partial {x^j}}}} \right),\frac{\partial }{{\partial {x^i}}} + \frac{\partial }{{\partial {x^j}}}} \right) = 0' class='latex' /></p>
<p>which implies</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+-+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) = - g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^j}}},\frac{\partial }{{\partial {x^i}}}} \right)' title='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) = - g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^j}}},\frac{\partial }{{\partial {x^i}}}} \right)' class='latex' />.</p>
<p>Therefore, <img src='http://l.wordpress.com/latex.php?latex=%7BR_%7Bijkl%7D%7D+%3D+-+%7BR_%7Bjikl%7D%7D+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{R_{ijkl}} = - {R_{jikl}} ' title='{R_{ijkl}} = - {R_{jikl}} ' class='latex' />.</p>
<p><strong>Corollary 1</strong>. <img src='http://l.wordpress.com/latex.php?latex=R%28X%2CY%29Z%3D-R%28Y%2CZ%29Z&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(X,Y)Z=-R(Y,Z)Z' title='R(X,Y)Z=-R(Y,Z)Z' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=%5Cleft%5Clangle+%7BR%5Cleft%28+%7BX%2CY%7D+%5Cright%29Z%2CW%7D+%5Cright%5Crangle+%3D+-+%5Cleft%5Clangle+%7BR%5Cleft%28+%7BX%2CY%7D+%5Cright%29W%2CZ%7D+%5Cright%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\left\langle {R\left( {X,Y} \right)Z,W} \right\rangle = - \left\langle {R\left( {X,Y} \right)W,Z} \right\rangle' title='\left\langle {R\left( {X,Y} \right)Z,W} \right\rangle = - \left\langle {R\left( {X,Y} \right)W,Z} \right\rangle' class='latex' />.</p>
<p><strong>Theorem 2 (the first Bianchi identity)</strong>. The curvature tensor <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}' title='R_{ijkl}' class='latex' />  satisfies the following property</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%7BR_%7Bijlk%7D%7D+%2B+%7BR_%7Biklj%7D%7D+%2B+%7BR_%7Biljk%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{R_{ijlk}} + {R_{iklj}} + {R_{iljk}} = 0' title='{R_{ijlk}} + {R_{iklj}} + {R_{iljk}} = 0' class='latex' />.</p>
<p><em>Proof</em>. Since</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+-+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+-+%5Cunderbrace+%7B%7B%5Cnabla+_%7B%5Cleft%5B+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%5D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D_0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}} - \underbrace {{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}}_0' title='\displaystyle R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}} - \underbrace {{\nabla _{\left[ {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right]}}\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^i}}}}_0' class='latex' /></p>
<p>then</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+-+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}}' title='\displaystyle R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}}' class='latex' />.</p>
<p>Similarly,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cbegin%7Bgathered%7D+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D+-+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C+%5Chfill+%5C%5C+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+-+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D.+%5Chfill+%5C%5C+%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \begin{gathered} R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^l}}} = {\nabla _{\frac{\partial }{{\partial {x^i}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^l}}} - {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^l}}}, \hfill \\ R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^i}}}} \right)\frac{\partial }{{\partial {x^k}}} = {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}} - {\nabla _{\frac{\partial }{{\partial {x^i}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^k}}}. \hfill \\ \end{gathered}' title='\displaystyle \begin{gathered} R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^l}}} = {\nabla _{\frac{\partial }{{\partial {x^i}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^l}}} - {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^l}}}, \hfill \\ R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^i}}}} \right)\frac{\partial }{{\partial {x^k}}} = {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}} - {\nabla _{\frac{\partial }{{\partial {x^i}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^k}}}. \hfill \\ \end{gathered}' class='latex' />.</p>
<p>Since <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla' title='\nabla' class='latex' /> is torsion free, one gets</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C+%5Cquad+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C+%5Cquad+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^l}}}, \quad {\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}}, \quad {\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^l}}} = {\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^k}}}' title='\displaystyle {\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^l}}}, \quad {\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^k}}}, \quad {\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^l}}} = {\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^k}}}' class='latex' />.</p>
<p>As a consequence,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%2B+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D+%2B+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} + R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^l}}} + R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^i}}}} \right)\frac{\partial }{{\partial {x^k}}} = 0' title='\displaystyle R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} + R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^l}}} + R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^i}}}} \right)\frac{\partial }{{\partial {x^k}}} = 0' class='latex' />.</p>
<p>Now</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%2B+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%2B+g%5Cleft%28+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) + g\left( {R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^j}}}} \right) + g\left( {R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^i}}}} \right)\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) = 0' title='\displaystyle g\left( {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^j}}}} \right) + g\left( {R\left( {\frac{\partial }{{\partial {x^i}}},\frac{\partial }{{\partial {x^k}}}} \right)\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^j}}}} \right) + g\left( {R\left( {\frac{\partial }{{\partial {x^l}}},\frac{\partial }{{\partial {x^i}}}} \right)\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^j}}}} \right) = 0' class='latex' /></p>
<p>which implies</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7BR_%7Bijkl%7D%7D+%2B+%7BR_%7Bljik%7D%7D+%2B+%7BR_%7Bkjli%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {R_{ijkl}} + {R_{ljik}} + {R_{kjli}} = 0' title='\displaystyle {R_{ijkl}} + {R_{ljik}} + {R_{kjli}} = 0' class='latex' />.</p>
<p style="text-align:left;">If we change <img src='http://l.wordpress.com/latex.php?latex=i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='i' title='i' class='latex' /> by <img src='http://l.wordpress.com/latex.php?latex=j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='j' title='j' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='j' title='j' class='latex' /> by <img src='http://l.wordpress.com/latex.php?latex=i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='i' title='i' class='latex' /> we then obtain</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cunderbrace+%7B%7BR_%7Bijkl%7D%7D%7D_%7B%7BR_%7Bjikl%7D%7D%7D+%2B+%5Cunderbrace+%7B%7BR_%7Bljik%7D%7D%7D_%7B%7BR_%7Blijk%7D%7D%7D+%2B+%5Cunderbrace+%7B%7BR_%7Bkjli%7D%7D%7D_%7B%7BR_%7Bkilj%7D%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \underbrace {{R_{ijkl}}}_{{R_{jikl}}} + \underbrace {{R_{ljik}}}_{{R_{lijk}}} + \underbrace {{R_{kjli}}}_{{R_{kilj}}} = 0' title='\displaystyle \underbrace {{R_{ijkl}}}_{{R_{jikl}}} + \underbrace {{R_{ljik}}}_{{R_{lijk}}} + \underbrace {{R_{kjli}}}_{{R_{kilj}}} = 0' class='latex' /></p>
<p style="text-align:left;">which implies, by using Theorem 1,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+-+%7BR_%7Bijkl%7D%7D+-+%7BR_%7Biljk%7D%7D+-+%7BR_%7Biklj%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle - {R_{ijkl}} - {R_{iljk}} - {R_{iklj}} = 0' title='\displaystyle - {R_{ijkl}} - {R_{iljk}} - {R_{iklj}} = 0' class='latex' />.</p>
<p><strong>Corollary 2</strong>. <img src='http://l.wordpress.com/latex.php?latex=R%5Cleft%28+%7BX%2CY%7D+%5Cright%29Z+%2B+R%5Cleft%28+%7BZ%2CX%7D+%5Cright%29Y+%2B+R%5Cleft%28+%7BY%2CZ%7D+%5Cright%29X+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R\left( {X,Y} \right)Z + R\left( {Z,X} \right)Y + R\left( {Y,Z} \right)X = 0' title='R\left( {X,Y} \right)Z + R\left( {Z,X} \right)Y + R\left( {Y,Z} \right)X = 0' class='latex' />.</p>
<p><strong>Corollary 3</strong>. Followed from the proof of Theorem 2, by pairing with <img src='http://l.wordpress.com/latex.php?latex=dx%5Em&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='dx^m' title='dx^m' class='latex' /> to the both sides one has</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R_%7Bikl%7D%5Em+%2B+R_%7Blki%7D%5Em+%2B+R_%7Bkil%7D%5Em+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R_{ikl}^m + R_{lki}^m + R_{kil}^m = 0' title='\displaystyle R_{ikl}^m + R_{lki}^m + R_{kil}^m = 0' class='latex' />.</p>
<p><strong>Theorem 3 </strong>. The curvature tensor <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}' title='R_{ijkl}' class='latex' />  satisfies the following property</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D%3DR_%7Bklij%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}=R_{klij}' title='R_{ijkl}=R_{klij}' class='latex' />.</p>
<p><em>Proof</em>. By the first Bianchi indentity,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cbegin%7Bgathered%7D+%7BR_%7Bijkl%7D%7D+%2B+%7BR_%7Biljk%7D%7D+%2B+%7BR_%7Biklj%7D%7D+%3D+0%2C+%5Chfill+%5C%5C+%7BR_%7Bjikl%7D%7D+%2B+%7BR_%7Bjlik%7D%7D+%2B+%7BR_%7Bjkli%7D%7D+%3D+0%2C+%5Chfill+%5C%5C+%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \begin{gathered} {R_{ijkl}} + {R_{iljk}} + {R_{iklj}} = 0, \hfill \\ {R_{jikl}} + {R_{jlik}} + {R_{jkli}} = 0, \hfill \\ \end{gathered}' title='\displaystyle \begin{gathered} {R_{ijkl}} + {R_{iljk}} + {R_{iklj}} = 0, \hfill \\ {R_{jikl}} + {R_{jlik}} + {R_{jkli}} = 0, \hfill \\ \end{gathered}' class='latex' /></p>
<p>which implies</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+2%7BR_%7Bijkl%7D%7D+%2B+%7BR_%7Biljk%7D%7D+-+%7BR_%7Bjlik%7D%7D+%2B+%7BR_%7Biklj%7D%7D+-+%7BR_%7Bjkli%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle 2{R_{ijkl}} + {R_{iljk}} - {R_{jlik}} + {R_{iklj}} - {R_{jkli}} = 0' title='\displaystyle 2{R_{ijkl}} + {R_{iljk}} - {R_{jlik}} + {R_{iklj}} - {R_{jkli}} = 0' class='latex' />.</p>
<p>Thus</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+2%7BR_%7Bijkl%7D%7D+%2B+%7BR_%7Biljk%7D%7D+%2B+%7BR_%7Bikjl%7D%7D+%2B+%7BR_%7Biklj%7D%7D+%2B+%7BR_%7Blijk%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle 2{R_{ijkl}} + {R_{iljk}} + {R_{ikjl}} + {R_{iklj}} + {R_{lijk}} = 0' title='\displaystyle 2{R_{ijkl}} + {R_{iljk}} + {R_{ikjl}} + {R_{iklj}} + {R_{lijk}} = 0' class='latex' />.</p>
<p>Similarly, by changing <img src='http://l.wordpress.com/latex.php?latex=i+%5Cto+k&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='i \to k' title='i \to k' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=j+%5Cto+l&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='j \to l' title='j \to l' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=k+%5Cto+i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='k \to i' title='k \to i' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=l+%5Cto+j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='l \to j' title='l \to j' class='latex' /> one gets</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+2%7BR_%7Bklij%7D%7D+%2B+%7BR_%7Bkjli%7D%7D+%2B+%7BR_%7Bkilj%7D%7D+%2B+%7BR_%7Bkijl%7D%7D+%2B+%7BR_%7Bjkli%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle 2{R_{klij}} + {R_{kjli}} + {R_{kilj}} + {R_{kijl}} + {R_{jkli}} = 0' title='\displaystyle 2{R_{klij}} + {R_{kjli}} + {R_{kilj}} + {R_{kijl}} + {R_{jkli}} = 0' class='latex' />.</p>
<p>Hence <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D%3DR_%7Bklij%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}=R_{klij}' title='R_{ijkl}=R_{klij}' class='latex' /> by using Theorem 1.</p>
<p><strong>Theorem 4 (the second Bianchi identity)</strong>. The curvature tensor <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijkl%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijkl}' title='R_{ijkl}' class='latex' />  satisfies the following property</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%7BR_%7Bijkl%2Ch%7D%7D+%2B+%7BR_%7Bijlh%2Ck%7D%7D+%2B+%7BR_%7Bijhk%2Cl%7D%7D+%3D+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{R_{ijkl,h}} + {R_{ijlh,k}} + {R_{ijhk,l}} = 0' title='{R_{ijkl,h}} + {R_{ijlh,k}} + {R_{ijhk,l}} = 0' class='latex' />.</p>
<p><em>Proof</em>. One can use the <a href="http://en.wikipedia.org/wiki/Normal_coordinates" target="_blank">normal coordinates</a> in order to simplify the calculation. Indeed, normal coordinates tell us at a given point that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=g_%7Bij%7D%3D%5Cdelta_%7Bij%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g_{ij}=\delta_{ij}' title='g_{ij}=\delta_{ij}' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=g_%7Bij%2Ck%7D%3D%5CGamma_%7Bij%7D%5Ek%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g_{ij,k}=\Gamma_{ij}^k=0' title='g_{ij,k}=\Gamma_{ij}^k=0' class='latex' /></p>
<p>for all <img src='http://l.wordpress.com/latex.php?latex=i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='i' title='i' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='j' title='j' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=k&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='k' title='k' class='latex' />. Thus,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cbegin%7Bgathered%7D+R_%7Bikl%7D%5Eh%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Eh%7D%7D%7D+%5C%3B%3D+R%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+-+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D+%5Chfill+%5C%5C+%5Cqquad%5Cqquad+%3D+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%7D%7D%5Cleft%28+%7B%5CGamma+_%7Bli%7D%5Em%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D%7D+%5Cright%29+-+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D%7D%5Cleft%28+%7B%5CGamma+_%7Bki%7D%5En%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5En%7D%7D%7D%7D+%5Cright%29+%3D+%5Cfrac%7B%7B%5Cpartial+%5CGamma+_%7Bli%7D%5Em%7D%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D+-+%5Cfrac%7B%7B%5Cpartial+%5CGamma+_%7Bki%7D%5En%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5En%7D%7D%7D+%5Chfill+%5C%5C%5Cqquad%5Cqquad+%3D+%5Cleft%28+%7B%5Cfrac%7B%7B%5Cpartial+%5CGamma+_%7Bli%7D%5Em%7D%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+-+%5Cfrac%7B%7B%5Cpartial+%5CGamma+_%7Bki%7D%5Em%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D+%5Chfill+%5C%5C+%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\begin{gathered} R_{ikl}^h\frac{\partial }{{\partial {x^h}}} \;= R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}} \hfill \\ \qquad\qquad = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}\left( {\Gamma _{li}^m\frac{\partial }{{\partial {x^m}}}} \right) - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}\left( {\Gamma _{ki}^n\frac{\partial }{{\partial {x^n}}}} \right) = \frac{{\partial \Gamma _{li}^m}}{{\partial {x^k}}}\frac{\partial }{{\partial {x^m}}} - \frac{{\partial \Gamma _{ki}^n}}{{\partial {x^l}}}\frac{\partial }{{\partial {x^n}}} \hfill \\\qquad\qquad = \left( {\frac{{\partial \Gamma _{li}^m}}{{\partial {x^k}}} - \frac{{\partial \Gamma _{ki}^m}}{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^m}}} \hfill \\ \end{gathered}' title='\displaystyle\begin{gathered} R_{ikl}^h\frac{\partial }{{\partial {x^h}}} \;= R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}} = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}{\nabla _{\frac{\partial }{{\partial {x^l}}}}}\frac{\partial }{{\partial {x^i}}} - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}{\nabla _{\frac{\partial }{{\partial {x^k}}}}}\frac{\partial }{{\partial {x^i}}} \hfill \\ \qquad\qquad = {\nabla _{\frac{\partial }{{\partial {x^k}}}}}\left( {\Gamma _{li}^m\frac{\partial }{{\partial {x^m}}}} \right) - {\nabla _{\frac{\partial }{{\partial {x^l}}}}}\left( {\Gamma _{ki}^n\frac{\partial }{{\partial {x^n}}}} \right) = \frac{{\partial \Gamma _{li}^m}}{{\partial {x^k}}}\frac{\partial }{{\partial {x^m}}} - \frac{{\partial \Gamma _{ki}^n}}{{\partial {x^l}}}\frac{\partial }{{\partial {x^n}}} \hfill \\\qquad\qquad = \left( {\frac{{\partial \Gamma _{li}^m}}{{\partial {x^k}}} - \frac{{\partial \Gamma _{ki}^m}}{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^m}}} \hfill \\ \end{gathered}' class='latex' /></p>
<p>which implies</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cbegin%7Bgathered%7DR_%7Bikl%7D%5Eh+%5C%3B%3D+%5Cfrac%7B%7B%5Cpartial+%5CGamma+_%7Bli%7D%5Eh%7D%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D+-+%5Cfrac%7B%7B%5Cpartial+%5CGamma+_%7Bki%7D%5Eh%7D%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D+%5Chfill+%5C%5C+%5Cqquad%3D+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%5Cleft%28+%7B%5Cfrac%7B1%7D%7B2%7D%7Bg%5E%7Bhm%7D%7D%5Cleft%28+%7B%7Bg_%7Bml%2Ci%7D%7D+%2B+%7Bg_%7Bmi%2Cl%7D%7D+-+%7Bg_%7Bli%2Cm%7D%7D%7D+%5Cright%29%7D+%5Cright%29+-+%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%5Cleft%28+%7B%5Cfrac%7B1%7D%7B2%7D%7Bg%5E%7Bhn%7D%7D%5Cleft%28+%7B%7Bg_%7Bnk%2Ci%7D%7D+%2B+%7Bg_%7Bni%2Ck%7D%7D+-+%7Bg_%7Bki%2Cn%7D%7D%7D+%5Cright%29%7D+%5Cright%29+%5Chfill+%5C%5C+%5Cqquad%3D+%5Cfrac%7B1%7D%7B2%7D%7Bg%5E%7Bhm%7D%7D%5Cleft%28+%7B%7Bg_%7Bml%2Cik%7D%7D+%2B+%7Bg_%7Bmi%2Clk%7D%7D+-+%7Bg_%7Bmk%2Cil%7D%7D+-+%7Bg_%7Bmi%2Ckl%7D%7D+-+%7Bg_%7Bli%2Cmk%7D%7D+%2B+%7Bg_%7Bki%2Cml%7D%7D%7D+%5Cright%29+%5Chfill+%5C%5C+%5Cqquad+%3D+%5Cfrac%7B1%7D%7B2%7D%7Bg%5E%7Bhm%7D%7D%5Cleft%28+%7B%7Bg_%7Bml%2Cik%7D%7D+-+%7Bg_%7Bmk%2Cil%7D%7D+-+%7Bg_%7Bli%2Cmk%7D%7D+%2B+%7Bg_%7Bki%2Cml%7D%7D%7D+%5Cright%29.+%5Chfill+%5C%5C+%5Cend%7Bgathered%7D+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \begin{gathered}R_{ikl}^h \;= \frac{{\partial \Gamma _{li}^h}}{{\partial {x^k}}} - \frac{{\partial \Gamma _{ki}^h}}{{\partial {x^l}}} \hfill \\ \qquad= \frac{\partial }{{\partial {x^k}}}\left( {\frac{1}{2}{g^{hm}}\left( {{g_{ml,i}} + {g_{mi,l}} - {g_{li,m}}} \right)} \right) - \frac{\partial }{{\partial {x^l}}}\left( {\frac{1}{2}{g^{hn}}\left( {{g_{nk,i}} + {g_{ni,k}} - {g_{ki,n}}} \right)} \right) \hfill \\ \qquad= \frac{1}{2}{g^{hm}}\left( {{g_{ml,ik}} + {g_{mi,lk}} - {g_{mk,il}} - {g_{mi,kl}} - {g_{li,mk}} + {g_{ki,ml}}} \right) \hfill \\ \qquad = \frac{1}{2}{g^{hm}}\left( {{g_{ml,ik}} - {g_{mk,il}} - {g_{li,mk}} + {g_{ki,ml}}} \right). \hfill \\ \end{gathered} ' title='\displaystyle \begin{gathered}R_{ikl}^h \;= \frac{{\partial \Gamma _{li}^h}}{{\partial {x^k}}} - \frac{{\partial \Gamma _{ki}^h}}{{\partial {x^l}}} \hfill \\ \qquad= \frac{\partial }{{\partial {x^k}}}\left( {\frac{1}{2}{g^{hm}}\left( {{g_{ml,i}} + {g_{mi,l}} - {g_{li,m}}} \right)} \right) - \frac{\partial }{{\partial {x^l}}}\left( {\frac{1}{2}{g^{hn}}\left( {{g_{nk,i}} + {g_{ni,k}} - {g_{ki,n}}} \right)} \right) \hfill \\ \qquad= \frac{1}{2}{g^{hm}}\left( {{g_{ml,ik}} + {g_{mi,lk}} - {g_{mk,il}} - {g_{mi,kl}} - {g_{li,mk}} + {g_{ki,ml}}} \right) \hfill \\ \qquad = \frac{1}{2}{g^{hm}}\left( {{g_{ml,ik}} - {g_{mk,il}} - {g_{li,mk}} + {g_{ki,ml}}} \right). \hfill \\ \end{gathered} ' class='latex' /></p>
<p>Hence</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7BR_%7Bijkl%7D%7D+%3D+%7Bg_%7Bjh%7D%7DR_%7Bikl%7D%5Eh+%3D+%5Cfrac%7B1%7D%7B2%7D%5Cleft%28+%7B%7Bg_%7Bjl%2Cik%7D%7D+-+%7Bg_%7Bjk%2Cil%7D%7D+-+%7Bg_%7Bli%2Cjk%7D%7D+%2B+%7Bg_%7Bki%2Cjl%7D%7D%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {R_{ijkl}} = {g_{jh}}R_{ikl}^h = \frac{1}{2}\left( {{g_{jl,ik}} - {g_{jk,il}} - {g_{li,jk}} + {g_{ki,jl}}} \right)' title='\displaystyle {R_{ijkl}} = {g_{jh}}R_{ikl}^h = \frac{1}{2}\left( {{g_{jl,ik}} - {g_{jk,il}} - {g_{li,jk}} + {g_{ki,jl}}} \right)' class='latex' /></p>
<p style="text-align:left;">which implies</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%7BR_%7Bijkl%2Ch%7D%7D+%3D+%5Cfrac%7B1%7D%7B2%7D%5Cleft%28+%7B%7Bg_%7Bjl%2Cikh%7D%7D+-+%7Bg_%7Bjk%2Cilh%7D%7D+-+%7Bg_%7Bli%2Cjkh%7D%7D+%2B+%7Bg_%7Bki%2Cjlh%7D%7D%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle{R_{ijkl,h}} = \frac{1}{2}\left( {{g_{jl,ikh}} - {g_{jk,ilh}} - {g_{li,jkh}} + {g_{ki,jlh}}} \right)' title='\displaystyle{R_{ijkl,h}} = \frac{1}{2}\left( {{g_{jl,ikh}} - {g_{jk,ilh}} - {g_{li,jkh}} + {g_{ki,jlh}}} \right)' class='latex' />.</p>
<p>Similarly, we can write down <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijlh%2Ck%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijlh,k}' title='R_{ijlh,k}' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=R_%7Bijhk%2Cl%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R_{ijhk,l}' title='R_{ijhk,l}' class='latex' />. Summing up we get the desired result.</p>
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		<title>R-G: Levi-Civita connection</title>
		<link>http://anhngq.wordpress.com/2009/11/16/r-g-levi-cevita-connection/</link>
		<comments>http://anhngq.wordpress.com/2009/11/16/r-g-levi-cevita-connection/#comments</comments>
		<pubDate>Sun, 15 Nov 2009 19:39:42 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Riemannian geometry]]></category>

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		<description><![CDATA[Suppose  is a differentiable manifold of dimension $n$.
Connection on vector bundles
Definition 1. A connection on a vector bundle  is a map

which satisfies the following conditions

For any , .
For  and any , .

If  is a tangent vector field on  (i.e. a section of the tangent bundle ) one can define a [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1505&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Suppose <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' /> is a differentiable manifold of dimension $n$.</p>
<p><strong>Connection on vector bundles</strong></p>
<p><strong>Definition 1</strong>. A connection on a <a href="http://en.wikipedia.org/wiki/Vector_bundle" target="_blank">vector bundle</a> <img src='http://l.wordpress.com/latex.php?latex=E&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='E' title='E' class='latex' /> is a map</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=D+%3A+%5CGamma%28E%29+%5Cto+%5CGamma%28T%5E%5Cstar%28M%29+%5Cotimes+E%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='D : \Gamma(E) \to \Gamma(T^\star(M) \otimes E)' title='D : \Gamma(E) \to \Gamma(T^\star(M) \otimes E)' class='latex' /></p>
<p>which satisfies the following conditions</p>
<ul>
<li>For any <img src='http://l.wordpress.com/latex.php?latex=s_1%2C+s_2+%5Cin+%5CGamma%28E%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='s_1, s_2 \in \Gamma(E)' title='s_1, s_2 \in \Gamma(E)' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=D%28s_1%2Bs_2%29%3DDs_1+%2B+Ds_2&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='D(s_1+s_2)=Ds_1 + Ds_2' title='D(s_1+s_2)=Ds_1 + Ds_2' class='latex' />.</li>
<li>For <img src='http://l.wordpress.com/latex.php?latex=s+%5Cin+%5CGamma%28E%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='s \in \Gamma(E)' title='s \in \Gamma(E)' class='latex' /> and any <img src='http://l.wordpress.com/latex.php?latex=%5Calpha+%5Cin+C%5E%5Cinfty%28M%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\alpha \in C^\infty(M)' title='\alpha \in C^\infty(M)' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=D%28%5Calpha+s%29%3Dd%5Calpha+%5Cotimes+s+%2B+%5Calpha+Ds&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='D(\alpha s)=d\alpha \otimes s + \alpha Ds' title='D(\alpha s)=d\alpha \otimes s + \alpha Ds' class='latex' />.</li>
</ul>
<p>If<em> </em><img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' /> is a tangent vector field on <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' /><em></em> (i.e. a section of the <a title="Tangent bundle" href="http://en.wikipedia.org/wiki/Tangent_bundle">tangent bundle</a> <img src='http://l.wordpress.com/latex.php?latex=TM&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='TM' title='TM' class='latex' /><em></em>) one can define a covariant derivative along <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' />, denoted by <img src='http://l.wordpress.com/latex.php?latex=D_X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='D_X' title='D_X' class='latex' />, as follows</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%7BD_X%7Ds+%3D+%5Cleft%5Clangle+%7BX%2CDs%7D+%5Cright%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{D_X}s = \left\langle {X,Ds} \right\rangle' title='{D_X}s = \left\langle {X,Ds} \right\rangle' class='latex' /></p>
<p>where <img src='http://l.wordpress.com/latex.php?latex=%5Cleft%5Clangle+%5Ccdot%2C+%5Ccdot+%5Cright%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\left\langle \cdot, \cdot \right\rangle' title='\left\langle \cdot, \cdot \right\rangle' class='latex' /> represents the pairing between <img src='http://l.wordpress.com/latex.php?latex=TM&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='TM' title='TM' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=T%5E%5Cstar+M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T^\star M' title='T^\star M' class='latex' />.</p>
<p>Locally, a connection is given by a set of differential 1-forms. Suppose <img src='http://l.wordpress.com/latex.php?latex=U&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='U' title='U' class='latex' /> is a coordinate neighborhood of <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' /> with local coordinates <img src='http://l.wordpress.com/latex.php?latex=x%5Ei&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x^i' title='x^i' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=1+%5Cleq+i+%5Cleq+n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='1 \leq i \leq n' title='1 \leq i \leq n' class='latex' />. Choose <img src='http://l.wordpress.com/latex.php?latex=q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='q' title='q' class='latex' /> smooth sections <img src='http://l.wordpress.com/latex.php?latex=s_%5Calpha&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='s_\alpha' title='s_\alpha' class='latex' /> of <img src='http://l.wordpress.com/latex.php?latex=E&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='E' title='E' class='latex' /> on <img src='http://l.wordpress.com/latex.php?latex=U&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='U' title='U' class='latex' /> such that they are linearly independent everywhere. Such a set of <img src='http://l.wordpress.com/latex.php?latex=q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='q' title='q' class='latex' /> sections is called a local frame field of <img src='http://l.wordpress.com/latex.php?latex=E&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='E' title='E' class='latex' /> on <img src='http://l.wordpress.com/latex.php?latex=U&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='U' title='U' class='latex' />. It is obvious that at every point <img src='http://l.wordpress.com/latex.php?latex=P+%5Cin+U&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P \in U' title='P \in U' class='latex' /></p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5C%7B+dx%5Ei+%5Cotimes+s_%5Calpha%2C+1+%5Cleq+i+%5Cleq+n%2C+1+%5Cleq+%5Calpha+%5Cleq+q%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \{ dx^i \otimes s_\alpha, 1 \leq i \leq n, 1 \leq \alpha \leq q\}' title='\displaystyle \{ dx^i \otimes s_\alpha, 1 \leq i \leq n, 1 \leq \alpha \leq q\}' class='latex' /></p>
<p>forms a basis for the tensor space <img src='http://l.wordpress.com/latex.php?latex=T_P%5E%5Cstar+%5Cotimes+E_P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T_P^\star \otimes E_P' title='T_P^\star \otimes E_P' class='latex' />. Because <img src='http://l.wordpress.com/latex.php?latex=Ds_%5Calpha&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Ds_\alpha' title='Ds_\alpha' class='latex' /> is a local section on <img src='http://l.wordpress.com/latex.php?latex=U&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='U' title='U' class='latex' />, we can write</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+D%7Bs_%5Calpha+%7D+%3D+%5CGamma+_%7B%5Calpha+i%7D%5E%5Cbeta+d%7Bx%5Ei%7D+%5Cotimes+%7Bs_%5Cbeta+%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle D{s_\alpha } = \Gamma _{\alpha i}^\beta d{x^i} \otimes {s_\beta }' title='\displaystyle D{s_\alpha } = \Gamma _{\alpha i}^\beta d{x^i} \otimes {s_\beta }' class='latex' /></p>
<p>where <img src='http://l.wordpress.com/latex.php?latex=%5CGamma_%7B%5Calpha+i%7D%5E%5Cbeta&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\Gamma_{\alpha i}^\beta' title='\Gamma_{\alpha i}^\beta' class='latex' /> are smooth functions on <img src='http://l.wordpress.com/latex.php?latex=U&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='U' title='U' class='latex' />. Denote <img src='http://l.wordpress.com/latex.php?latex=%5Comega+_%5Calpha+%5E%5Cbeta+%3D+%5CGamma+_%7B%5Calpha+i%7D%5E%5Cbeta+d%7Bx%5Ei%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\omega _\alpha ^\beta = \Gamma _{\alpha i}^\beta d{x^i}' title='\omega _\alpha ^\beta = \Gamma _{\alpha i}^\beta d{x^i}' class='latex' /> then <img src='http://l.wordpress.com/latex.php?latex=D%7Bs_%5Calpha+%7D+%3D+%5Comega+_%5Calpha+%5E%5Cbeta+%5Cotimes+%7Bs_%5Cbeta+%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='D{s_\alpha } = \omega _\alpha ^\beta \otimes {s_\beta }' title='D{s_\alpha } = \omega _\alpha ^\beta \otimes {s_\beta }' class='latex' />.</p>
<p><strong>Definition 2 (<em>curvature operator</em>)</strong>. Suppose <img src='http://l.wordpress.com/latex.php?latex=X%2C+Y&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X, Y' title='X, Y' class='latex' /> are two arbitrary smooth tangent vector fields on the manifold <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' />. Then</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R%28X%2C+Y%29+%3D+D_XD_Y+-+D_YD_X+-+D_%7B%5BX%2CY%5D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R(X, Y) = D_XD_Y - D_YD_X - D_{[X,Y]}' title='\displaystyle R(X, Y) = D_XD_Y - D_YD_X - D_{[X,Y]}' class='latex' /></p>
<p>is the curvature operator of the connection <img src='http://l.wordpress.com/latex.php?latex=D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='D' title='D' class='latex' />.</p>
<p>Obviously, <img src='http://l.wordpress.com/latex.php?latex=R%28X%2CY%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(X,Y)' title='R(X,Y)' class='latex' /> has the following properties</p>
<ul>
<li><img src='http://l.wordpress.com/latex.php?latex=R%28X%2CY%29%3D-R%28Y%2CX%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(X,Y)=-R(Y,X)' title='R(X,Y)=-R(Y,X)' class='latex' />,</li>
<li><img src='http://l.wordpress.com/latex.php?latex=R%28fX%2C+Y%29%3Df+%5Ccdot+R%28X%2CY%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(fX, Y)=f \cdot R(X,Y)' title='R(fX, Y)=f \cdot R(X,Y)' class='latex' />,</li>
<li><img src='http://l.wordpress.com/latex.php?latex=R%28X%2CY%29%28fs%29%3Df+%5Ccdot+%28R%28X%2CY%29s%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(X,Y)(fs)=f \cdot (R(X,Y)s)' title='R(X,Y)(fs)=f \cdot (R(X,Y)s)' class='latex' />,</li>
</ul>
<p>where <img src='http://l.wordpress.com/latex.php?latex=X%2C+Y+%5Cin+%5CGamma%28TM%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X, Y \in \Gamma(TM)' title='X, Y \in \Gamma(TM)' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=f+%5Cin+C%5E%5Cinfty%28M%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f \in C^\infty(M)' title='f \in C^\infty(M)' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=s+%5Cin+%5CGamma%28E%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='s \in \Gamma(E)' title='s \in \Gamma(E)' class='latex' />.</p>
<p><strong><strong>Connection on </strong>tangent bundles (<strong>affine connections)</strong></strong></p>
<p>A tangent bundle <img src='http://l.wordpress.com/latex.php?latex=TM&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='TM' title='TM' class='latex' /> is an <img src='http://l.wordpress.com/latex.php?latex=n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n' title='n' class='latex' />-dimensional vector bundle determined intrinsically by the differentiable structure of an <img src='http://l.wordpress.com/latex.php?latex=n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n' title='n' class='latex' />-dimensional smooth manifold <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' />. A connection of <img src='http://l.wordpress.com/latex.php?latex=TM&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='TM' title='TM' class='latex' /> is called an affine connection on <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' />. Affine connection is usually denoted by <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla' title='\nabla' class='latex' />.</p>
<p><strong>Definition 3 (<em>curvature tensor</em>)</strong>. The curvature tensor is a (1,3)-tensor defined by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=R%28X%2CY%29Z+%3D+D_XD_YZ+-+D_YD_XZ+-+D_%7B%5BX%2CY%5D%7DZ&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(X,Y)Z = D_XD_YZ - D_YD_XZ - D_{[X,Y]}Z' title='R(X,Y)Z = D_XD_YZ - D_YD_XZ - D_{[X,Y]}Z' class='latex' />.</p>
<p>In local coordinates, the curvature tensor is given by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=R+%3D+R_%7Bikl%7D%5Ej%5Cdfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D+%5Cotimes+d%7Bx%5Ei%7D+%5Cotimes+d%7Bx%5Ek%7D+%5Cotimes+d%7Bx%5El%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R = R_{ikl}^j\dfrac{\partial }{{\partial {x^j}}} \otimes d{x^i} \otimes d{x^k} \otimes d{x^l}' title='R = R_{ikl}^j\dfrac{\partial }{{\partial {x^j}}} \otimes d{x^i} \otimes d{x^k} \otimes d{x^l}' class='latex' />.</p>
<p>A simple calculation shows us that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+R_%7Bikl%7D%5Ej+%3D+%5Cleft%5Clangle+%7BR%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%2C%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5El%7D%7D%7D%7D+%5Cright%29%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2Cd%7Bx%5Ej%7D%7D+%5Cright%5Crangle+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle R_{ikl}^j = \left\langle {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},d{x^j}} \right\rangle ' title='\displaystyle R_{ikl}^j = \left\langle {R\left( {\frac{\partial }{{\partial {x^k}}},\frac{\partial }{{\partial {x^l}}}} \right)\frac{\partial }{{\partial {x^i}}},d{x^j}} \right\rangle ' class='latex' />.</p>
<p><strong>Definition 4 (<em>torsion tensor</em>)</strong>. The torsion tensor is a (1,2)-tensor defined by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=T%28X%2CY%29+%3D+D_XY+-+D_YX+-+%5BX%2CY%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T(X,Y) = D_XY - D_YX - [X,Y]' title='T(X,Y) = D_XY - D_YX - [X,Y]' class='latex' />.</p>
<p>In local coordinates, the torsion tensor is given by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+T+%3D+T_%7Bij%7D%5Ek%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D%5Cotimes+d%7Bx%5Ei%7D+%5Cotimes+d%7Bx%5Ej%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle T = T_{ij}^k\frac{\partial }{{\partial {x^k}}}\otimes d{x^i} \otimes d{x^j}' title='\displaystyle T = T_{ij}^k\frac{\partial }{{\partial {x^k}}}\otimes d{x^i} \otimes d{x^j}' class='latex' />.</p>
<p>A simple calculation shows us that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+T_%7Bij%7D%5Ek+%3D+%5CGamma+_%7Bji%7D%5Ek+-+%5CGamma+_%7Bij%7D%5Ek&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle T_{ij}^k = \Gamma _{ji}^k - \Gamma _{ij}^k' title='\displaystyle T_{ij}^k = \Gamma _{ji}^k - \Gamma _{ij}^k' class='latex' />.</p>
<p><strong>Definition 5 (<em>torsion free</em>)</strong>. If the torsion tensor of an affine connection <img src='http://l.wordpress.com/latex.php?latex=D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='D' title='D' class='latex' /> is zero, then the connection is said to be torsion free.</p>
<p>When <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' /> is a Riemannian manifold with metric <img src='http://l.wordpress.com/latex.php?latex=g&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g' title='g' class='latex' /> then we have the following definition</p>
<p><strong>Definition 6 (</strong><em><strong>Levi-Civita connection</strong></em><strong>)</strong>. An affine connection <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla' title='\nabla' class='latex' /> is called a Levi-Civita connection if:</p>
<ul>
<li>It preserves the metric, i.e., for any vector fields <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=Y&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Y' title='Y' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=Z&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='Z' title='Z' class='latex' /> we have
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=X%28g%28Y%2CZ%29%29%3Dg%28%5Cnabla_X+Y%2CZ%29+%2B+g%28Y%2C+%5Cnabla_X+Z%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X(g(Y,Z))=g(\nabla_X Y,Z) + g(Y, \nabla_X Z)' title='X(g(Y,Z))=g(\nabla_X Y,Z) + g(Y, \nabla_X Z)' class='latex' /></p>
<p>where <img src='http://l.wordpress.com/latex.php?latex=X%28g%28Y%2CZ%29%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X(g(Y,Z))' title='X(g(Y,Z))' class='latex' /> denotes the <a title="Derivative" href="http://en.wikipedia.org/wiki/Derivative">derivative</a> of the <a title="Function (mathematics)" href="http://en.wikipedia.org/wiki/Function_%28mathematics%29">function</a> <img src='http://l.wordpress.com/latex.php?latex=g%28Y%2CZ%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g(Y,Z)' title='g(Y,Z)' class='latex' /> along the vector field <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' />.</li>
<li>It is torsion free.</li>
</ul>
<p>The first condition above is called metric connection condition. Thus, the Levi-Civita connection is the torsion free metric connection, i.e., the torsion free connection on the tangent bundle (an affine connection) preserving a given Riemannian metric.</p>
<p>There is a theorem in the literature saying that the Levi-Civita connection is unique and it is given by the following identity</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%28%7B%5Cnabla+_X%7DY%2CW%29+%3D+%5Cfrac%7B1%7D%7B2%7D%5Cleft%28+%7BX%28g%28Y%2CW%29%29+%2B+Y%28g%28X%2CW%29%29+-+W%28g%28X%2CY%29%29+%2B+g%28%5BX%2CY%5D%2CW%29+%2B+g%28%5BW%2CX%5D%2CY%29+-+g%28%5BY%2CW%5D%2CX%29%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g({\nabla _X}Y,W) = \frac{1}{2}\left( {X(g(Y,W)) + Y(g(X,W)) - W(g(X,Y)) + g([X,Y],W) + g([W,X],Y) - g([Y,W],X)} \right)' title='\displaystyle g({\nabla _X}Y,W) = \frac{1}{2}\left( {X(g(Y,W)) + Y(g(X,W)) - W(g(X,Y)) + g([X,Y],W) + g([W,X],Y) - g([Y,W],X)} \right)' class='latex' />.</p>
<p style="text-align:left;">In local coordinate, the Levi-Civita connection <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla' title='\nabla' class='latex' /> is given by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Cnabla+_%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D+%3D+%5CGamma+_%7Bij%7D%5Ek%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ek%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^j}}} = \Gamma _{ij}^k\frac{\partial }{{\partial {x^k}}}' title='\displaystyle {\nabla _{\frac{\partial }{{\partial {x^i}}}}}\frac{\partial }{{\partial {x^j}}} = \Gamma _{ij}^k\frac{\partial }{{\partial {x^k}}}' class='latex' /></p>
<p style="text-align:left;">where <img src='http://l.wordpress.com/latex.php?latex=%5CGamma+_%7Bij%7D%5Ek&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\Gamma _{ij}^k' title='\Gamma _{ij}^k' class='latex' /> are called Christoffel symbols which are determined by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5CGamma+_%7Bij%7D%5Ek+%3D+%5Cfrac%7B1%7D%7B2%7D%7Bg%5E%7Bkl%7D%7D%5Cleft%28+%7B%7Bg_%7Bil%2Cj%7D%7D+%2B+%7Bg_%7Bjl%2Ci%7D%7D+-+%7Bg_%7Bij%2Cl%7D%7D%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \Gamma _{ij}^k = \frac{1}{2}{g^{kl}}\left( {{g_{il,j}} + {g_{jl,i}} - {g_{ij,l}}} \right)' title='\displaystyle \Gamma _{ij}^k = \frac{1}{2}{g^{kl}}\left( {{g_{il,j}} + {g_{jl,i}} - {g_{ij,l}}} \right)' class='latex' /></p>
<p style="text-align:left;">where <img src='http://l.wordpress.com/latex.php?latex=%7Bg_%7B%2Cm%7D%7D+%3D+%5Cfrac%7B%7B%5Cpartial+g%7D%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='{g_{,m}} = \frac{{\partial g}}{{\partial {x^m}}}' title='{g_{,m}} = \frac{{\partial g}}{{\partial {x^m}}}' class='latex' />.</p>
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		<title>R-G: Tangent space, gradient</title>
		<link>http://anhngq.wordpress.com/2009/11/16/r-g-tangent-space/</link>
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		<pubDate>Sun, 15 Nov 2009 17:20:15 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Riemannian geometry]]></category>

		<guid isPermaLink="false">http://anhngq.wordpress.com/?p=1475</guid>
		<description><![CDATA[Let&#8217;s start with a differentiable manifold M of dimension . Throughout this topic, we denote by  a point on  and  its local chart (at ). A point  is determined by  hence it is often identified with . We usually denote by  the local coordinates of .
Definition 1. A tangent [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1475&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Let&#8217;s start with a <a href="http://en.wikipedia.org/wiki/Differentiable_manifold" target="_blank">differentiable manifold</a> M of dimension <img src='http://l.wordpress.com/latex.php?latex=n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n' title='n' class='latex' />. Throughout this topic, we denote by <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> a point on <img src='http://l.wordpress.com/latex.php?latex=M&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='M' title='M' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=%28M%2C%5Cvarphi%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(M,\varphi)' title='(M,\varphi)' class='latex' /> its local chart (at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />). A point <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> is determined by <img src='http://l.wordpress.com/latex.php?latex=%5Cvarphi%28P%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varphi(P)' title='\varphi(P)' class='latex' /> hence it is often identified with <img src='http://l.wordpress.com/latex.php?latex=%5Cvarphi%28P%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varphi(P)' title='\varphi(P)' class='latex' />. We usually denote by <img src='http://l.wordpress.com/latex.php?latex=%5Cvarphi%28P%29%3D%5C%7B+x%5Ei%5C%7D+%5Cin+%5Cmathbb+R%5En&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varphi(P)=\{ x^i\} \in \mathbb R^n' title='\varphi(P)=\{ x^i\} \in \mathbb R^n' class='latex' /> the local coordinates of <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />.</p>
<p><strong>Definition 1</strong>. A tangent vector at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> is a map <img src='http://l.wordpress.com/latex.php?latex=X+%3A+f+%5Cmapsto+X%28f%29+%5Cin+%5Cmathbb+R&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X : f \mapsto X(f) \in \mathbb R' title='X : f \mapsto X(f) \in \mathbb R' class='latex' /> defined on the set of the differentiable functions in a neighborhood of <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />, where <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' /> satisfies the following conditions</p>
<ul>
<li><img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' /> is linear, that is to say: if <img src='http://l.wordpress.com/latex.php?latex=%5Clambda%2C+%5Cmu+%5Cin+%5Cmathbb+R&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\lambda, \mu \in \mathbb R' title='\lambda, \mu \in \mathbb R' class='latex' />, then <img src='http://l.wordpress.com/latex.php?latex=X%28%5Clambda+f+%2B+%5Cmu+g%29%3D%5Clambda+X%28f%29+%2B+%5Cmu+X%28g%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X(\lambda f + \mu g)=\lambda X(f) + \mu X(g)' title='X(\lambda f + \mu g)=\lambda X(f) + \mu X(g)' class='latex' />.</li>
<li><img src='http://l.wordpress.com/latex.php?latex=X%28f%29%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X(f)=0' title='X(f)=0' class='latex' /> if <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> is flat at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />, i.e. <img src='http://l.wordpress.com/latex.php?latex=d%28f+%5Ccirc+%5Cvarphi%5E%7B-1%7D%29%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='d(f \circ \varphi^{-1})=0' title='d(f \circ \varphi^{-1})=0' class='latex' /> at <img src='http://l.wordpress.com/latex.php?latex=%5Cvarphi%28P%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varphi(P)' title='\varphi(P)' class='latex' />.</li>
<li><img src='http://l.wordpress.com/latex.php?latex=X%28fg%29%3Df%28P%29X%28g%29%2Bg%28P%29X%28f%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X(fg)=f(P)X(g)+g(P)X(f)' title='X(fg)=f(P)X(g)+g(P)X(f)' class='latex' />.</li>
</ul>
<p><strong>Definition 2</strong>. The tangent space <img src='http://l.wordpress.com/latex.php?latex=T_P%28M%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T_P(M)' title='T_P(M)' class='latex' /> at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> is the set of tangent vectors at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />.</p>
<p>From the definition 1, let us show that the tangent space of definition 2 has a natural vector space structure of dimension <img src='http://l.wordpress.com/latex.php?latex=n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n' title='n' class='latex' />. We set</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%28X%2BY%29%28f%29+%3D+X%28f%29%2BY%28f%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(X+Y)(f) = X(f)+Y(f)' title='(X+Y)(f) = X(f)+Y(f)' class='latex' /> and <img src='http://l.wordpress.com/latex.php?latex=%28%5Clambda+X%29%28f%29%3D%5Clambda+X%28f%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(\lambda X)(f)=\lambda X(f)' title='(\lambda X)(f)=\lambda X(f)' class='latex' />.</p>
<p>With this sum and this product, <img src='http://l.wordpress.com/latex.php?latex=T_P%28M%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T_P(M)' title='T_P(M)' class='latex' /> is a vector space. And now let us exhibit a basis. It is reasonable to define the tangent vector <img src='http://l.wordpress.com/latex.php?latex=%5Cdfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\dfrac{\partial}{\partial x^i}' title='\dfrac{\partial}{\partial x^i}' class='latex' /> at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />. Precisely,</p>
<p><strong>Definition 3</strong>. The tangent vector <img src='http://l.wordpress.com/latex.php?latex=%5Cdfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\dfrac{\partial}{\partial x^i}' title='\dfrac{\partial}{\partial x^i}' class='latex' /> at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> is defined to be</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cleft%28+f+%5Cright%29+%3D+%5Cleft%28+%7B%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%5Cleft%28+%7Bf+%5Ccirc+%7B%5Cvarphi+%5E%7B+-+1%7D%7D%7D+%5Cright%29%7D+%5Cright%29%7B%5Cbigg%7C_%7B%5Cvarphi+%28P%29%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{\partial }{{\partial {x^i}}}\left( f \right) = \left( {\frac{\partial }{{\partial {x^i}}}\left( {f \circ {\varphi ^{ - 1}}} \right)} \right){\bigg|_{\varphi (P)}}' title='\displaystyle\frac{\partial }{{\partial {x^i}}}\left( f \right) = \left( {\frac{\partial }{{\partial {x^i}}}\left( {f \circ {\varphi ^{ - 1}}} \right)} \right){\bigg|_{\varphi (P)}}' class='latex' />.</p>
<p>The vectors <img src='http://l.wordpress.com/latex.php?latex=%5Cdfrac%7B%5Cpartial%7D%7B%5Cpartial+x%5Ei%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\dfrac{\partial}{\partial x^i}' title='\dfrac{\partial}{\partial x^i}' class='latex' /> are independent and they form a basis for <img src='http://l.wordpress.com/latex.php?latex=T_P%28M%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='T_P(M)' title='T_P(M)' class='latex' />. We usually call <img src='http://l.wordpress.com/latex.php?latex=%5Cdfrac%7B%5Cpartial+f%7D%7B%5Cpartial+x%5Ei%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\dfrac{\partial f}{\partial x^i}' title='\dfrac{\partial f}{\partial x^i}' class='latex' /> the <a title="Directional derivative" href="http://en.wikipedia.org/wiki/Directional_derivative">directional derivative</a> of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> in the direction <img src='http://l.wordpress.com/latex.php?latex=x%5Ei&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x^i' title='x^i' class='latex' />. For an arbitrary vector <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' />, one can define the directional derivative of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> in the direction <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' /> as following</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%7B%5Cpartial+_X%7D%28f%29+%3D+X%28f%29+%3D+%7BX%5Ei%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle{\partial _X}(f) = X(f) = {X^i}\frac{{\partial f}}{{\partial {x^i}}}' title='\displaystyle{\partial _X}(f) = X(f) = {X^i}\frac{{\partial f}}{{\partial {x^i}}}' class='latex' /></p>
<p>where <img src='http://l.wordpress.com/latex.php?latex=X%5Ei&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X^i' title='X^i' class='latex' /> denotes the <img src='http://l.wordpress.com/latex.php?latex=i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='i' title='i' class='latex' />-th component of <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' /> in this coordinate chart.</p>
<p>We now assume further that <img src='http://l.wordpress.com/latex.php?latex=%28M%2C+g%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(M, g)' title='(M, g)' class='latex' /> is a <a href="http://en.wikipedia.org/wiki/Riemannian_manifold" target="_blank">Riemannian manifold</a> where <img src='http://l.wordpress.com/latex.php?latex=g&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g' title='g' class='latex' /> is its <a href="http://en.wikipedia.org/wiki/Riemannian_metric" target="_blank">metric</a>. We are now in a position to define gradient for a smooth function.</p>
<p><strong>Definition 4</strong>. For any smooth function <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> on a <a title="Riemannian manifold" href="http://en.wikipedia.org/wiki/Riemannian_manifold">Riemannian manifold</a> <img src='http://l.wordpress.com/latex.php?latex=%28M%2C+g%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(M, g)' title='(M, g)' class='latex' />, the gradient of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> is the <a title="Vector field" href="http://en.wikipedia.org/wiki/Vector_field">vector field</a> <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla f' title='\nabla f' class='latex' /> such that for any vector field <img src='http://l.wordpress.com/latex.php?latex=X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='X' title='X' class='latex' />,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+g%28%5Cnabla+f%2CX%29+%3D+%7B%5Cpartial+_X%7Df&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle g(\nabla f,X) = {\partial _X}f' title='\displaystyle g(\nabla f,X) = {\partial _X}f' class='latex' />,   i.e.   <img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7Bg_P%7D%28%7B%28%5Cnabla+f%29_P%7D%2C%7BX_P%7D%29+%3D+%28%7B%5Cpartial+_X%7Df%29%28P%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {g_P}({(\nabla f)_P},{X_P}) = ({\partial _X}f)(P)' title='\displaystyle {g_P}({(\nabla f)_P},{X_P}) = ({\partial _X}f)(P)' class='latex' /></p>
<p>where <img src='http://l.wordpress.com/latex.php?latex=g_P%28%5Ccdot%2C+%5Ccdot%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g_P(\cdot, \cdot)' title='g_P(\cdot, \cdot)' class='latex' /> denotes the <a title="Inner product" href="http://en.wikipedia.org/wiki/Inner_product">inner product</a> of tangent vectors at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> defined by the metric<em> </em><img src='http://l.wordpress.com/latex.php?latex=g&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='g' title='g' class='latex' />.</p>
<p>We now express the local form of the gradient at <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' />. By definition 4, one has in the local coordinates</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7Bg_P%7D%28%7B%28%5Cnabla+f%29_P%7D%2C%7BX_P%7D%29+%3D+%7BX%5Ei%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {g_P}({(\nabla f)_P},{X_P}) = {X^i}\frac{{\partial f}}{{\partial {x^i}}}' title='\displaystyle {g_P}({(\nabla f)_P},{X_P}) = {X^i}\frac{{\partial f}}{{\partial {x^i}}}' class='latex' />.</p>
<p>If we assume <img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%28%5Cnabla+f%29_P%7D+%3D+%7BY%5Ei%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {(\nabla f)_P} = {Y^i}\frac{\partial }{{\partial {x^i}}}' title='\displaystyle {(\nabla f)_P} = {Y^i}\frac{\partial }{{\partial {x^i}}}' class='latex' /> we then have</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7Bg_P%7D%28%7B%28%5Cnabla+f%29_P%7D%2C%7BX_P%7D%29+%3D+%7Bg_P%7D%5Cleft%28+%7B%7BY%5Ei%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D%2C%7BX%5Ej%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%7D+%5Cright%29+%3D+%7BY%5Ei%7D%7BX%5Ej%7D%7Bg_%7Bij%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {g_P}({(\nabla f)_P},{X_P}) = {g_P}\left( {{Y^i}\frac{\partial }{{\partial {x^i}}},{X^j}\frac{\partial }{{\partial {x^j}}}} \right) = {Y^i}{X^j}{g_{ij}}' title='\displaystyle {g_P}({(\nabla f)_P},{X_P}) = {g_P}\left( {{Y^i}\frac{\partial }{{\partial {x^i}}},{X^j}\frac{\partial }{{\partial {x^j}}}} \right) = {Y^i}{X^j}{g_{ij}}' class='latex' />.</p>
<p>Thus</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7BY%5Ei%7D%7BX%5Ej%7D%7Bg_%7Bij%7D%7D+%3D+%7BX%5Ei%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {Y^i}{X^j}{g_{ij}} = {X^i}\frac{{\partial f}}{{\partial {x^i}}}' title='\displaystyle {Y^i}{X^j}{g_{ij}} = {X^i}\frac{{\partial f}}{{\partial {x^i}}}' class='latex' /></p>
<p>which implies after multiplying both sides by the matrix <img src='http://l.wordpress.com/latex.php?latex=%28g%5E%7Bij%7D%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(g^{ij})' title='(g^{ij})' class='latex' /></p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7BY%5Ei%7D+%3D+%7Bg%5E%7Bij%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {Y^i} = {g^{ij}}\frac{{\partial f}}{{\partial {x^j}}}' title='\displaystyle {Y^i} = {g^{ij}}\frac{{\partial f}}{{\partial {x^j}}}' class='latex' />.</p>
<p>Therefore,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%28%5Cnabla+f%29_P%7D+%3D+%7Bg%5E%7Bij%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Ej%7D%7D%7D%5Cfrac%7B%5Cpartial+%7D%7B%7B%5Cpartial+%7Bx%5Ei%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {(\nabla f)_P} = {g^{ij}}\frac{{\partial f}}{{\partial {x^j}}}\frac{\partial }{{\partial {x^i}}}' title='\displaystyle {(\nabla f)_P} = {g^{ij}}\frac{{\partial f}}{{\partial {x^j}}}\frac{\partial }{{\partial {x^i}}}' class='latex' />.</p>
<p>We end this topic by showing what <img src='http://l.wordpress.com/latex.php?latex=%7C%5Cnabla+f%7C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\nabla f|' title='|\nabla f|' class='latex' /> is? Roughly speaking, at a point <img src='http://l.wordpress.com/latex.php?latex=P&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='P' title='P' class='latex' /> since <img src='http://l.wordpress.com/latex.php?latex=%5Cnabla+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\nabla f' title='\nabla f' class='latex' /> is a vector, then <img src='http://l.wordpress.com/latex.php?latex=%7C%5Cnabla+f%7C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\nabla f|' title='|\nabla f|' class='latex' /> is nothing but its magnitude. To be exact, one defines</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cleft%7C+%7B%5Cnabla+f%7D+%5Cright%7C+%3D+%5Csqrt+%7B%7Bg_%7Bij%7D%7D%7BY%5Ei%7D%7BY%5Ej%7D%7D+%3D+%5Csqrt+%7B%7Bg_%7Bij%7D%7D%5Cleft%28+%7B%7Bg%5E%7Bim%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D%7D+%5Cright%29%5Cleft%28+%7B%7Bg%5E%7Bjn%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5En%7D%7D%7D%7D+%5Cright%29%7D+%3D+%5Csqrt+%7B%7Bg%5E%7Bmn%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5Em%7D%7D%7D%5Cfrac%7B%7B%5Cpartial+f%7D%7D%7B%7B%5Cpartial+%7Bx%5En%7D%7D%7D%7D+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \left| {\nabla f} \right| = \sqrt {{g_{ij}}{Y^i}{Y^j}} = \sqrt {{g_{ij}}\left( {{g^{im}}\frac{{\partial f}}{{\partial {x^m}}}} \right)\left( {{g^{jn}}\frac{{\partial f}}{{\partial {x^n}}}} \right)} = \sqrt {{g^{mn}}\frac{{\partial f}}{{\partial {x^m}}}\frac{{\partial f}}{{\partial {x^n}}}} ' title='\displaystyle \left| {\nabla f} \right| = \sqrt {{g_{ij}}{Y^i}{Y^j}} = \sqrt {{g_{ij}}\left( {{g^{im}}\frac{{\partial f}}{{\partial {x^m}}}} \right)\left( {{g^{jn}}\frac{{\partial f}}{{\partial {x^n}}}} \right)} = \sqrt {{g^{mn}}\frac{{\partial f}}{{\partial {x^m}}}\frac{{\partial f}}{{\partial {x^n}}}} ' class='latex' />.</p>
<p>In Riemannian geometry, the lower index means differentiation and the upper index means component, therefore, we usually use <img src='http://l.wordpress.com/latex.php?latex=f_k&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f_k' title='f_k' class='latex' /> to denote the quantity <img src='http://l.wordpress.com/latex.php?latex=%5Cfrac%7B%5Cpartial+f%7D%7B%5Cpartial+x%5Ek%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\frac{\partial f}{\partial x^k}' title='\frac{\partial f}{\partial x^k}' class='latex' />. With this notation, <img src='http://l.wordpress.com/latex.php?latex=%5Cleft%7C+%7B%5Cnabla+f%7D+%5Cright%7C%3D%5Csqrt%7Bg%5E%7Bmn%7Df_mf_n%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\left| {\nabla f} \right|=\sqrt{g^{mn}f_mf_n}' title='\left| {\nabla f} \right|=\sqrt{g^{mn}f_mf_n}' class='latex' />.</p>
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		<title>A non-existence result for positive solutions to the Lichnerowicz equation in R^N</title>
		<link>http://anhngq.wordpress.com/2009/11/11/a-non-existence-result-for-positive-solutions-to-the-lichnerowicz-equation-in-rn/</link>
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		<pubDate>Wed, 11 Nov 2009 15:36:55 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Nghiên Cứu Khoa Học]]></category>

		<guid isPermaLink="false">http://anhngq.wordpress.com/?p=1406</guid>
		<description><![CDATA[In this topic, adapted from a paper due to Li Ma and Xingwang Xu published in Comptes Rendus Mathematique we shall give a non-existence result concerning the following Lichnerowicz equation in 
,  on 
where , , and  are given smooth functions of . To be precise, we obtain the following
Theorem. Suppose , , [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1406&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>In this topic, adapted from a <a href="http://dx.doi.org/10.1016/j.crma.2009.04.017" target="_blank">paper </a>due to Li Ma and Xingwang Xu published in <a href="http://www.sciencedirect.com/science/journal/1631073X" target="_blank">Comptes Rendus Mathematique</a> we shall give a non-existence result concerning the following Lichnerowicz equation in <img src='http://l.wordpress.com/latex.php?latex=%5Cmathbb+R%5EN&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mathbb R^N' title='\mathbb R^N' class='latex' /></p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5CDelta+u+%2B+R%28x%29+u+%2B+A%28x%29+u%5E%7B-p-1%7D+%2B+B%28x%29+u%5E%7Bp-1%7D%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\Delta u + R(x) u + A(x) u^{-p-1} + B(x) u^{p-1}=0' title='\Delta u + R(x) u + A(x) u^{-p-1} + B(x) u^{p-1}=0' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=u%3E0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='u&gt;0' title='u&gt;0' class='latex' /> on <img src='http://l.wordpress.com/latex.php?latex=%5Cmathbb+R%5EN&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mathbb R^N' title='\mathbb R^N' class='latex' /></p>
<p>where <img src='http://l.wordpress.com/latex.php?latex=R%28x%29+%5Cgeq+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(x) \geq 0' title='R(x) \geq 0' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=A%28x%29+%5Cgeq+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A(x) \geq 0' title='A(x) \geq 0' class='latex' />, and <img src='http://l.wordpress.com/latex.php?latex=B%28x%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='B(x)' title='B(x)' class='latex' /> are given smooth functions of <img src='http://l.wordpress.com/latex.php?latex=x+%5Cin+%5Cmathbb+R%5EN&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x \in \mathbb R^N' title='x \in \mathbb R^N' class='latex' />. To be precise, we obtain the following</p>
<p><strong>Theorem</strong>. Suppose <img src='http://l.wordpress.com/latex.php?latex=A%3A%3DA%28x%29+%5Cgeq+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A:=A(x) \geq 0' title='A:=A(x) \geq 0' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=B+%3A%3D+B%28x%29+%5Cgeq+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='B := B(x) \geq 0' title='B := B(x) \geq 0' class='latex' />, and <img src='http://l.wordpress.com/latex.php?latex=R%28x%29+%5Cgeq+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='R(x) \geq 0' title='R(x) \geq 0' class='latex' />. Let <img src='http://l.wordpress.com/latex.php?latex=%5Cbeta+%3D+%5Cfrac%7Bp%2B1%7D%7B2p%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\beta = \frac{p+1}{2p}' title='\beta = \frac{p+1}{2p}' class='latex' />. Assume that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cint_0%5E%7B+%2B+%5Cinfty+%7D+%7B%5Cleft%28+%7B%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%7BA%5E%7B1+-+%5Cbeta+%7D%7D%7BB%5E%5Cbeta+%7Ddx%7D+%7D+%5Cright%29%7Br%5E%7B1+-+N%7D%7Ddr%7D+%3D+%2B%5Cinfty+.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \int_0^{ + \infty } {\left( {\int_{B\left( {0,r} \right)} {{A^{1 - \beta }}{B^\beta }dx} } \right){r^{1 - N}}dr} = +\infty .' title='\displaystyle \int_0^{ + \infty } {\left( {\int_{B\left( {0,r} \right)} {{A^{1 - \beta }}{B^\beta }dx} } \right){r^{1 - N}}dr} = +\infty .' class='latex' /></p>
<p>Then there exists no positive solution to the above Lichnerowicz equation.</p>
<p>Let us denote the integral</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN+-+1%7D%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7Bf%5Cleft%28+x+%5Cright%29dS_x%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {f\left( x \right)dS_x}' title='\displaystyle\frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {f\left( x \right)dS_x}' class='latex' /></p>
<p>by <img src='http://l.wordpress.com/latex.php?latex=%5Coverline+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\overline f' title='\overline f' class='latex' />. We call <img src='http://l.wordpress.com/latex.php?latex=%5Coverline+f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\overline f' title='\overline f' class='latex' /> the average of <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> on the sphere <img src='http://l.wordpress.com/latex.php?latex=S%280%2Cr%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='S(0,r)' title='S(0,r)' class='latex' /> of radius <img src='http://l.wordpress.com/latex.php?latex=r&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='r' title='r' class='latex' />, or <a href="http://en.wikipedia.org/wiki/Spherical_mean" target="_blank">sphere mean</a> of a function around the origin.</p>
<p><em>Proof</em>. Note that a simple calculation shows us that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN+-+1%7D%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7Bf%5Cleft%28+x+%5Cright%29d%7BS_x%7D%7D+%3D+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2C1%7D+%5Cright%29%7D+%7Bf%5Cleft%28+%7Brx%7D+%5Cright%29d%7BS_x%7D%7D+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {f\left( x \right)d{S_x}} = \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {f\left( {rx} \right)d{S_x}} ' title='\displaystyle\frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {f\left( x \right)d{S_x}} = \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {f\left( {rx} \right)d{S_x}} ' class='latex' />.</p>
<p>Therefore</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%7B%5Coverline+u+%5E%5Cprime+%7D%3D+%5Cfrac%7Bd%7D%7B%7Bdr%7D%7D%5Coverline+u+%3D+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2C1%7D+%5Cright%29%7D+%7B%5Cfrac%7Bd%7D%7B%7Bdr%7D%7Du%5Cleft%28+%7Bxr%7D+%5Cright%29d%7BS_x%7D%7D+%3D%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2C1%7D+%5Cright%29%7D+%7B%5Csum%5Climits_%7Bk+%3D+1%7D%5EN+%7B%7Bx_i%7D%7Bu_%7B%7Bx_i%7D%7D%7D%7D+d%7BS_x%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle {\overline u ^\prime }= \frac{d}{{dr}}\overline u = \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\frac{d}{{dr}}u\left( {xr} \right)d{S_x}} =\frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\sum\limits_{k = 1}^N {{x_i}{u_{{x_i}}}} d{S_x}}' title='\displaystyle {\overline u ^\prime }= \frac{d}{{dr}}\overline u = \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\frac{d}{{dr}}u\left( {xr} \right)d{S_x}} =\frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\sum\limits_{k = 1}^N {{x_i}{u_{{x_i}}}} d{S_x}}' class='latex' />.</p>
<p>Since on the sphere <img src='http://l.wordpress.com/latex.php?latex=S%280%2C1%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='S(0,1)' title='S(0,1)' class='latex' />, <img src='http://l.wordpress.com/latex.php?latex=x%3D%28x_1%2C...%2Cx_N%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x=(x_1,...,x_N)' title='x=(x_1,...,x_N)' class='latex' /> is also the outer normal vector, therefore</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2C1%7D+%5Cright%29%7D+%7B%5Csum%5Climits_%7Bk+%3D+1%7D%5EN+%7B%7Bx_i%7D%7Bu_%7B%7Bx_i%7D%7D%7D%5Cleft%28+%7Bxr%7D+%5Cright%29%7D+d%7BS_x%7D%7D+%3D+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2C1%7D+%5Cright%29%7D+%7B%5Cnabla+u%5Cleft%28+%7Bxr%7D+%5Cright%29+%5Ccdot+%7Bn_x%7Dd%7BS_x%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\sum\limits_{k = 1}^N {{x_i}{u_{{x_i}}}\left( {xr} \right)} d{S_x}} = \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\nabla u\left( {xr} \right) \cdot {n_x}d{S_x}}' title='\displaystyle\frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\sum\limits_{k = 1}^N {{x_i}{u_{{x_i}}}\left( {xr} \right)} d{S_x}} = \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\nabla u\left( {xr} \right) \cdot {n_x}d{S_x}}' class='latex' /></p>
<p>Thus by the divergence theorem, one gets</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2C1%7D+%5Cright%29%7D+%7B%5Cnabla+u%5Cleft%28+%7Bxr%7D+%5Cright%29%5Ccdot+%7Bn_x%7Dd%7BS_x%7D%7D+%3D+%5Cfrac%7Br%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cint_%7BB%5Cleft%28+%7B0%2C1%7D+%5Cright%29%7D+%7B%5CDelta+u+dx%7D+%3D+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN-1%7D%7D%7D%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%5CDelta+udx%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\nabla u\left( {xr} \right)\cdot {n_x}d{S_x}} = \frac{r}{{{\omega _n}}}\int_{B\left( {0,1} \right)} {\Delta u dx} = \frac{1}{{{\omega _n}{r^{N-1}}}}\int_{B\left( {0,r} \right)} {\Delta udx}' title='\displaystyle \frac{1}{{{\omega _n}}}\int_{\partial B\left( {0,1} \right)} {\nabla u\left( {xr} \right)\cdot {n_x}d{S_x}} = \frac{r}{{{\omega _n}}}\int_{B\left( {0,1} \right)} {\Delta u dx} = \frac{1}{{{\omega _n}{r^{N-1}}}}\int_{B\left( {0,r} \right)} {\Delta udx}' class='latex' />.</p>
<p>Hence</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%7B%5Coverline+u+%5E%5Cprime+%7D+%3D+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN+-+1%7D%7D%7D%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%5CDelta+udx%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle{\overline u ^\prime } = \frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{B\left( {0,r} \right)} {\Delta udx}' title='\displaystyle{\overline u ^\prime } = \frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{B\left( {0,r} \right)} {\Delta udx}' class='latex' />.</p>
<p>Differentiating once more yields</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%7B%5Coverline+u+%5E%5Cprime+%7D%5E%5Cprime+%3D+%5Cfrac%7Bd%7D%7B%7Bdr%7D%7D%7B%5Coverline+u+%5E%5Cprime+%7D+%3D+-+%5Cunderbrace+%7B%5Cfrac%7B%7BN+-+1%7D%7D%7B%7B%7B%5Comega+_n%7D%7Br%5EN%7D%7D%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%5CDelta+udx%7D+%7D_%7B%5Cfrac%7B%7BN+-+1%7D%7D%7Br%7D%5Coverline+u%27%7D+%2B+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN+-+1%7D%7D%7D%7D%5Cfrac%7Bd%7D%7B%7Bdr%7D%7D%5Cleft%28+%7B%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%5CDelta+udx%7D+%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle{\overline u ^\prime }^\prime = \frac{d}{{dr}}{\overline u ^\prime } = - \underbrace {\frac{{N - 1}}{{{\omega _n}{r^N}}}\int_{B\left( {0,r} \right)} {\Delta udx} }_{\frac{{N - 1}}{r}\overline u&#039;} + \frac{1}{{{\omega _n}{r^{N - 1}}}}\frac{d}{{dr}}\left( {\int_{B\left( {0,r} \right)} {\Delta udx} } \right)' title='\displaystyle{\overline u ^\prime }^\prime = \frac{d}{{dr}}{\overline u ^\prime } = - \underbrace {\frac{{N - 1}}{{{\omega _n}{r^N}}}\int_{B\left( {0,r} \right)} {\Delta udx} }_{\frac{{N - 1}}{r}\overline u&#039;} + \frac{1}{{{\omega _n}{r^{N - 1}}}}\frac{d}{{dr}}\left( {\int_{B\left( {0,r} \right)} {\Delta udx} } \right)' class='latex' />.</p>
<p>Since</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7Bd%7D%7B%7Bdr%7D%7D%5Cleft%28+%7B%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%5CDelta+udx%7D+%7D+%5Cright%29+%3D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%5CDelta+udx%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{d}{{dr}}\left( {\int_{B\left( {0,r} \right)} {\Delta udx} } \right) =\int_{\partial B\left( {0,r} \right)} {\Delta udx}' title='\displaystyle\frac{d}{{dr}}\left( {\int_{B\left( {0,r} \right)} {\Delta udx} } \right) =\int_{\partial B\left( {0,r} \right)} {\Delta udx}' class='latex' /></p>
<p>then</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%7B%5Coverline+u+%5E%5Cprime+%7D%5E%5Cprime+%3D+-+%5Cfrac%7B%7BN+-+1%7D%7D%7Br%7D%5Coverline+u%27+%2B+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN+-+1%7D%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%5CDelta+udx%7D+%3D+-+%5Cfrac%7B%7BN+-+1%7D%7D%7Br%7D%5Coverline+u%27+%2B+%5Coverline+%7B%5CDelta+u%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle{\overline u ^\prime }^\prime = - \frac{{N - 1}}{r}\overline u&#039; + \frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {\Delta udx} = - \frac{{N - 1}}{r}\overline u&#039; + \overline {\Delta u}' title='\displaystyle{\overline u ^\prime }^\prime = - \frac{{N - 1}}{r}\overline u&#039; + \frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {\Delta udx} = - \frac{{N - 1}}{r}\overline u&#039; + \overline {\Delta u}' class='latex' />.</p>
<p>Thus</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Coverline+%7B%5CDelta+u%7D+%3D+%7B%5Coverline+u+%5E%5Cprime+%7D%5E%5Cprime+%2B+%5Cfrac%7B%7BN+-+1%7D%7D%7Br%7D%5Coverline+u%27&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\overline {\Delta u} = {\overline u ^\prime }^\prime + \frac{{N - 1}}{r}\overline u&#039;' title='\displaystyle\overline {\Delta u} = {\overline u ^\prime }^\prime + \frac{{N - 1}}{r}\overline u&#039;' class='latex' /></p>
<p>Therefore, taking this average operation we have</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+-+%7B%5Coverline+u+%5E%5Cprime+%7D%5E%5Cprime+-+%5Cfrac%7B%7BN+-+1%7D%7D%7Br%7D%5Coverline+u%27+%3D+%5Coverline+%7BR%28x%29u%7D+%2B+%5Coverline+%7BA%28x%29%7Bu%5E%7B+-+p+-+1%7D%7D+%2B+B%28x%29%7Bu%5E%7Bp+-+1%7D%7D%7D+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle - {\overline u ^\prime }^\prime - \frac{{N - 1}}{r}\overline u&#039; = \overline {R(x)u} + \overline {A(x){u^{ - p - 1}} + B(x){u^{p - 1}}} ' title='\displaystyle - {\overline u ^\prime }^\prime - \frac{{N - 1}}{r}\overline u&#039; = \overline {R(x)u} + \overline {A(x){u^{ - p - 1}} + B(x){u^{p - 1}}} ' class='latex' />.</p>
<p>Since for each fixed <img src='http://l.wordpress.com/latex.php?latex=x%5Cin+%5Cmathbb+R%5EN&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x\in \mathbb R^N' title='x\in \mathbb R^N' class='latex' />,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cbegin%7Bgathered%7D+A%7Bu%5E%7B+-+p+-+1%7D%7D+%2B+B%7Bu%5E%7Bp+-+1%7D%7D+%3D+%5Cfrac%7B%7B2p%7D%7D%7B%7Bp+-+1%7D%7D%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7DA%7Bu%5E%7B+-+p+-+1%7D%7D+%2B+%5Cfrac%7B%7B2p%7D%7D%7B%7Bp+%2B+1%7D%7D%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7DB%7Bu%5E%7Bp+-+1%7D%7D+%5C%5C%5Cqquad%5Cquad%5Cgeq+%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7DA%7Bu%5E%7B+-+p+-+1%7D%7D+%2B+%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7DB%7Bu%5E%7Bp+-+1%7D%7D.+%5C%5C+%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\begin{gathered} A{u^{ - p - 1}} + B{u^{p - 1}} = \frac{{2p}}{{p - 1}}\frac{{p - 1}}{{2p}}A{u^{ - p - 1}} + \frac{{2p}}{{p + 1}}\frac{{p + 1}}{{2p}}B{u^{p - 1}} \\\qquad\quad\geq \frac{{p - 1}}{{2p}}A{u^{ - p - 1}} + \frac{{p + 1}}{{2p}}B{u^{p - 1}}. \\ \end{gathered}' title='\displaystyle\begin{gathered} A{u^{ - p - 1}} + B{u^{p - 1}} = \frac{{2p}}{{p - 1}}\frac{{p - 1}}{{2p}}A{u^{ - p - 1}} + \frac{{2p}}{{p + 1}}\frac{{p + 1}}{{2p}}B{u^{p - 1}} \\\qquad\quad\geq \frac{{p - 1}}{{2p}}A{u^{ - p - 1}} + \frac{{p + 1}}{{2p}}B{u^{p - 1}}. \\ \end{gathered}' class='latex' /></p>
<p>Then by using the general Cauchy inequality, one gets</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7DA%7Bu%5E%7B+-+p+-+1%7D%7D+%2B+%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7DB%7Bu%5E%7Bp+-+1%7D%7D+%5Cgeqslant+%7B%5Cleft%28+%7BA%7Bu%5E%7B+-+p+-+1%7D%7D%7D+%5Cright%29%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7B%5Cleft%28+%7BB%7Bu%5E%7Bp+-+1%7D%7D%7D+%5Cright%29%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7D+%3D+%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{{p - 1}}{{2p}}A{u^{ - p - 1}} + \frac{{p + 1}}{{2p}}B{u^{p - 1}} \geqslant {\left( {A{u^{ - p - 1}}} \right)^{\frac{{p - 1}}{{2p}}}}{\left( {B{u^{p - 1}}} \right)^{\frac{{p + 1}}{{2p}}}} = {A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}' title='\displaystyle\frac{{p - 1}}{{2p}}A{u^{ - p - 1}} + \frac{{p + 1}}{{2p}}B{u^{p - 1}} \geqslant {\left( {A{u^{ - p - 1}}} \right)^{\frac{{p - 1}}{{2p}}}}{\left( {B{u^{p - 1}}} \right)^{\frac{{p + 1}}{{2p}}}} = {A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}' class='latex' />.</p>
<p>Thus,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Coverline+%7BA%7Bu%5E%7B+-+p+-+1%7D%7D+%2B+B%7Bu%5E%7Bp+-+1%7D%7D%7D+%5Cgeq+%5Coverline+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\overline {A{u^{ - p - 1}} + B{u^{p - 1}}} \geq \overline {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}}' title='\displaystyle\overline {A{u^{ - p - 1}} + B{u^{p - 1}}} \geq \overline {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}}' class='latex' />.</p>
<p>It turns out that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+-+%7B%5Cleft%28+r%5E%7BN+-+1%7D%5Coverline+u+%27+%5Cright%29%5E%5Cprime+%7D+%5Cgeq+%7Br%5E%7BN+-+1%7D%7D%5Cleft%28+%7B%5Coverline+%7BR%28x%29u%7D%2B+%5Coverline+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7D+%7D+%5Cright%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle - {\left( r^{N - 1}\overline u &#039; \right)^\prime } \geq {r^{N - 1}}\left( {\overline {R(x)u}+ \overline {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}} } \right)' title='\displaystyle - {\left( r^{N - 1}\overline u &#039; \right)^\prime } \geq {r^{N - 1}}\left( {\overline {R(x)u}+ \overline {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}} } \right)' class='latex' />,</p>
<p>which implies that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+-+%7Br%5E%7BN+-+1%7D%7D%5Coverline+u+%27+%5Cgeq%5Cfrac%7B1%7D%7B%5Comega+_n%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7Ddx%7D+%2B+%5Cfrac%7B1%7D%7B%5Comega+_n%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7BR%28x%29udx%7D+%5Cgeq+%5Cfrac%7B1%7D%7B%5Comega+_n%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7Ddx%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle - {r^{N - 1}}\overline u &#039; \geq\frac{1}{\omega _n}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx} + \frac{1}{\omega _n}\int_{B\left( {0,r} \right)} {R(x)udx} \geq \frac{1}{\omega _n}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx}' title='\displaystyle - {r^{N - 1}}\overline u &#039; \geq\frac{1}{\omega _n}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx} + \frac{1}{\omega _n}\int_{B\left( {0,r} \right)} {R(x)udx} \geq \frac{1}{\omega _n}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx}' class='latex' /></p>
<p>after an integration. This is because, by definition of the sphere mean,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cbegin%7Bgathered%7D%7Br%5E%7BN+-+1%7D%7D%5Cleft%28+%7B%5Coverline+%7BR%28x%29u%7D+%2B+%5Coverline+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7D+%7D+%5Cright%29+%3D+%7Br%5E%7BN+-+1%7D%7D%5Cleft%28+%7B%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN+-+1%7D%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7BR%28x%29ud%7BS_x%7D%7D+%2B+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7Br%5E%7BN+-+1%7D%7D%7D%7D%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7Dd%7BS_x%7D%7D+%7D+%5Cright%29+%5C%5C%5Cqquad%5Cquad%5C%3B%5C%3B%5C%3B%3D+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cleft%28+%7B%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7BR%28x%29ud%7BS_x%7D%7D+%2B+%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7Dd%7BS_x%7D%7D+%7D+%5Cright%29+%5C%5C%5Cqquad%5Cqquad%5Cqquad%5Cqquad%5C%3B%5C%3B%5C%3B%3D+%5Cfrac%7B1%7D%7B%7B%7B%5Comega+_n%7D%7D%7D%5Cfrac%7Bd%7D%7B%7Bdr%7D%7D%5Cleft%5B+%7B%5Cint_0%5Er+%7B%5Cleft%28+%7B%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cs%7D+%5Cright%29%7D+%7BR%28x%29ud%7BS_x%7D%7D+%2B+%5Cint_%7B%5Cpartial+B%5Cleft%28+%7B0%2Cs%7D+%5Cright%29%7D+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7Dd%7BS_x%7D%7D+%7D+%5Cright%29ds%7D+%7D+%5Cright%5D+.%5C%5C%5Cend%7Bgathered%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\begin{gathered}{r^{N - 1}}\left( {\overline {R(x)u} + \overline {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}} } \right) = {r^{N - 1}}\left( {\frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {R(x)ud{S_x}} + \frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}d{S_x}} } \right) \\\qquad\quad\;\;\;= \frac{1}{{{\omega _n}}}\left( {\int_{\partial B\left( {0,r} \right)} {R(x)ud{S_x}} + \int_{\partial B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}d{S_x}} } \right) \\\qquad\qquad\qquad\qquad\;\;\;= \frac{1}{{{\omega _n}}}\frac{d}{{dr}}\left[ {\int_0^r {\left( {\int_{\partial B\left( {0,s} \right)} {R(x)ud{S_x}} + \int_{\partial B\left( {0,s} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}d{S_x}} } \right)ds} } \right] .\\\end{gathered}' title='\displaystyle\begin{gathered}{r^{N - 1}}\left( {\overline {R(x)u} + \overline {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}} } \right) = {r^{N - 1}}\left( {\frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {R(x)ud{S_x}} + \frac{1}{{{\omega _n}{r^{N - 1}}}}\int_{\partial B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}d{S_x}} } \right) \\\qquad\quad\;\;\;= \frac{1}{{{\omega _n}}}\left( {\int_{\partial B\left( {0,r} \right)} {R(x)ud{S_x}} + \int_{\partial B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}d{S_x}} } \right) \\\qquad\qquad\qquad\qquad\;\;\;= \frac{1}{{{\omega _n}}}\frac{d}{{dr}}\left[ {\int_0^r {\left( {\int_{\partial B\left( {0,s} \right)} {R(x)ud{S_x}} + \int_{\partial B\left( {0,s} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}d{S_x}} } \right)ds} } \right] .\\\end{gathered}' class='latex' /></p>
<p>Dividing both sides by <img src='http://l.wordpress.com/latex.php?latex=r%5E%7BN-1%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='r^{N-1}' title='r^{N-1}' class='latex' /> and integrating this inequality over <img src='http://l.wordpress.com/latex.php?latex=%5B0%2C+r_0%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[0, r_0]' title='[0, r_0]' class='latex' />, we have</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5Coverline+u+%280%29+%5Cgeq+%5Coverline+u+%280%29+-+%5Coverline+u+%28%7Br_0%7D%29+%5Cgeqslant+%5Cint_0%5E%7B%7Br_0%7D%7D+%7B%5Cleft%28+%7B%7Br%5E%7B1+-+N%7D%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7Ddx%7D+%7D+%5Cright%29dr%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \overline u (0) \geq \overline u (0) - \overline u ({r_0}) \geqslant \int_0^{{r_0}} {\left( {{r^{1 - N}}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx} } \right)dr}' title='\displaystyle \overline u (0) \geq \overline u (0) - \overline u ({r_0}) \geqslant \int_0^{{r_0}} {\left( {{r^{1 - N}}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx} } \right)dr}' class='latex' />.</p>
<p>Sending <img src='http://l.wordpress.com/latex.php?latex=r_0+%5Cto+%5Cinfty&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='r_0 \to \infty' title='r_0 \to \infty' class='latex' /> we have</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Coverline+u+%280%29+%5Cgeq+%5Cint_0%5E%7B+%2B+%5Cinfty+%7D+%7B%5Cleft%28+%7B%7Br%5E%7B1+-+N%7D%7D%5Cint_%7BB%5Cleft%28+%7B0%2Cr%7D+%5Cright%29%7D+%7B%7BA%5E%7B%5Cfrac%7B%7Bp+-+1%7D%7D%7B%7B2p%7D%7D%7D%7D%7BB%5E%7B%5Cfrac%7B%7Bp+%2B+1%7D%7D%7B%7B2p%7D%7D%7D%7Ddx%7D+%7D+%5Cright%29dr%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\overline u (0) \geq \int_0^{ + \infty } {\left( {{r^{1 - N}}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx} } \right)dr}' title='\displaystyle\overline u (0) \geq \int_0^{ + \infty } {\left( {{r^{1 - N}}\int_{B\left( {0,r} \right)} {{A^{\frac{{p - 1}}{{2p}}}}{B^{\frac{{p + 1}}{{2p}}}}dx} } \right)dr}' class='latex' />,</p>
<p>which is impossible by our assumption. The proof is complete.</p>
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		<title>A trivial identity of probability measures</title>
		<link>http://anhngq.wordpress.com/2009/11/10/a-trivial-identity-of-probability-measures/</link>
		<comments>http://anhngq.wordpress.com/2009/11/10/a-trivial-identity-of-probability-measures/#comments</comments>
		<pubDate>Tue, 10 Nov 2009 07:36:44 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Các Bài Tập Nhỏ]]></category>
		<category><![CDATA[Giải Tích 6 (MA5205)]]></category>

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		<description><![CDATA[Let us consider a probability space , i.e.,  is a measurable space together with . We assume further that  are such that . Then we conclude that .
Indeed, since  then . We write  in the following way
.
We then see that  since . Similarly, . Hence, .
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			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>Let us consider a probability space <img src='http://l.wordpress.com/latex.php?latex=%28X%2C%5Cmathcal+B%2C%5Cmu%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(X,\mathcal B,\mu)' title='(X,\mathcal B,\mu)' class='latex' />, i.e., <img src='http://l.wordpress.com/latex.php?latex=%28X%2C%5Cmathcal+B%2C%5Cmu%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(X,\mathcal B,\mu)' title='(X,\mathcal B,\mu)' class='latex' /> is a measurable space together with <img src='http://l.wordpress.com/latex.php?latex=%5Cmu%28X%29%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mu(X)=1' title='\mu(X)=1' class='latex' />. We assume further that <img src='http://l.wordpress.com/latex.php?latex=A%2C+B+%5Cin+%5Cmathcal+B&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A, B \in \mathcal B' title='A, B \in \mathcal B' class='latex' /> are such that <img src='http://l.wordpress.com/latex.php?latex=%5Cmu%28A%29%3D%5Cmu%28B%29%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mu(A)=\mu(B)=1' title='\mu(A)=\mu(B)=1' class='latex' />. Then we conclude that <img src='http://l.wordpress.com/latex.php?latex=%5Cmu%28A+%5Ccap+B%29%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mu(A \cap B)=1' title='\mu(A \cap B)=1' class='latex' />.</p>
<p>Indeed, since <img src='http://l.wordpress.com/latex.php?latex=A+%5Csubset+A+%5Ccup+B+%5Csubset+X&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A \subset A \cup B \subset X' title='A \subset A \cup B \subset X' class='latex' /> then <img src='http://l.wordpress.com/latex.php?latex=1%3D%5Cmu%28A%5Ccup+B%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='1=\mu(A\cup B)' title='1=\mu(A\cup B)' class='latex' />. We write <img src='http://l.wordpress.com/latex.php?latex=A+%5Ccup+B&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A \cup B' title='A \cup B' class='latex' /> in the following way</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=A%5Ccup+B+%3D+A%5Cbackslash+B+%5Cquad+%5Cbigcup+%5Cquad+A+%5Ccap+B+%5Cquad%5Cbigcup+%5Cquad+B%5Cbackslash+A&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A\cup B = A\backslash B \quad \bigcup \quad A \cap B \quad\bigcup \quad B\backslash A' title='A\cup B = A\backslash B \quad \bigcup \quad A \cap B \quad\bigcup \quad B\backslash A' class='latex' />.</p>
<p>We then see that <img src='http://l.wordpress.com/latex.php?latex=%5Cmu%28A%5Cbackslash+B%29%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mu(A\backslash B)=0' title='\mu(A\backslash B)=0' class='latex' /> since <img src='http://l.wordpress.com/latex.php?latex=A%5Cbackslash+B+%5Csubset+X%5Cbackslash+B&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A\backslash B \subset X\backslash B' title='A\backslash B \subset X\backslash B' class='latex' />. Similarly, <img src='http://l.wordpress.com/latex.php?latex=%5Cmu%28B%5Cbackslash+A%29%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mu(B\backslash A)=0' title='\mu(B\backslash A)=0' class='latex' />. Hence, <img src='http://l.wordpress.com/latex.php?latex=%5Cmu%28A+%5Ccap+B%29%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\mu(A \cap B)=1' title='\mu(A \cap B)=1' class='latex' />.</p>
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		<title>An equivalent criterion for absolutely continuous functions</title>
		<link>http://anhngq.wordpress.com/2009/11/05/an-equivalent-criterion-for-absolutely-continuous-functions/</link>
		<comments>http://anhngq.wordpress.com/2009/11/05/an-equivalent-criterion-for-absolutely-continuous-functions/#comments</comments>
		<pubDate>Thu, 05 Nov 2009 15:29:41 +0000</pubDate>
		<dc:creator>Ngô Quốc Anh</dc:creator>
				<category><![CDATA[Các Bài Tập Nhỏ]]></category>
		<category><![CDATA[Giải Tích 6 (MA5205)]]></category>

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		<description><![CDATA[In mathematics, absolute continuity is a smoothness property which is stricter than continuity and uniform continuity.
Definition. A finite function  on a finite interval  is said to be absolute continuous if and only if for given , there exists  such that 
 
for any collection (finite or not)  of non-overlapping subintervals of [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=anhngq.wordpress.com&blog=1070891&post=1381&subd=anhngq&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<div class='snap_preview'><br /><p>In mathematics, <a href="http://en.wikipedia.org/wiki/Absolute_continuity" target="_blank">absolute continuity</a> is a smoothness property which is stricter than continuity and uniform continuity.</p>
<p><strong>Definition</strong>. <em>A finite function <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> on a finite interval <img src='http://l.wordpress.com/latex.php?latex=%5Ba%2Cb%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[a,b]' title='[a,b]' class='latex' /> is said to be absolute continuous if and only if for given <img src='http://l.wordpress.com/latex.php?latex=%5Cvarepsilon+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varepsilon &gt; 0' title='\varepsilon &gt; 0' class='latex' />, there exists <img src='http://l.wordpress.com/latex.php?latex=%5Cdelta+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\delta &gt; 0' title='\delta &gt; 0' class='latex' /> such that </em></p>
<p style="text-align:center;"><em><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Csum_k+%7Cf%28b_k%29+-+f%28a_k%29%7C+%3C+%5Cvarepsilon&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\sum_k |f(b_k) - f(a_k)| &lt; \varepsilon' title='\displaystyle\sum_k |f(b_k) - f(a_k)| &lt; \varepsilon' class='latex' /> </em></p>
<p><em>for any collection </em><em>(finite or not) </em><em><img src='http://l.wordpress.com/latex.php?latex=%5C%7B%5Ba_k%2C+b_k%5D%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\{[a_k, b_k]\}' title='\{[a_k, b_k]\}' class='latex' /> of non-overlapping subintervals of <img src='http://l.wordpress.com/latex.php?latex=%5Ba%2C+b%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[a, b]' title='[a, b]' class='latex' /> with <img src='http://l.wordpress.com/latex.php?latex=%5Csum+%28b_k+-+a_k%29+%3C+%5Cdelta&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\sum (b_k - a_k) &lt; \delta' title='\sum (b_k - a_k) &lt; \delta' class='latex' /></em>.</p>
<p><strong>Statement</strong>. <span style="color:#0000ff;">Show that <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> is absolutely continuous on <img src='http://l.wordpress.com/latex.php?latex=%5Ba%2C+b%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[a, b]' title='[a, b]' class='latex' /> if and only if given <img src='http://l.wordpress.com/latex.php?latex=%5Cvarepsilon+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varepsilon &gt; 0' title='\varepsilon &gt; 0' class='latex' />, there exists <img src='http://l.wordpress.com/latex.php?latex=%5Cdelta+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\delta &gt; 0' title='\delta &gt; 0' class='latex' /> such that </span></p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+%5CBig%7C%5Csum_k+%28f%28b_k%29+-+f%28a_k%29%29+%5CBig%7C+%3C+%5Cvarepsilon&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle \Big|\sum_k (f(b_k) - f(a_k)) \Big| &lt; \varepsilon' title='\displaystyle \Big|\sum_k (f(b_k) - f(a_k)) \Big| &lt; \varepsilon' class='latex' /></p>
<p><span style="color:#0000ff;"> for any finite collection <img src='http://l.wordpress.com/latex.php?latex=%5C%7B%5Ba_k%2C+b_k%5D%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\{[a_k, b_k]\}' title='\{[a_k, b_k]\}' class='latex' /> of non-overlapping subintervals of <img src='http://l.wordpress.com/latex.php?latex=%5Ba%2C+b%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[a, b]' title='[a, b]' class='latex' /> with <img src='http://l.wordpress.com/latex.php?latex=%5Csum+%28b_k+-+a_k%29+%3C+%5Cdelta&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\sum (b_k - a_k) &lt; \delta' title='\sum (b_k - a_k) &lt; \delta' class='latex' />.</span></p>
<p><em>Proof</em>. If <img src='http://l.wordpress.com/latex.php?latex=f&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f' title='f' class='latex' /> is absolutely continuous on <img src='http://l.wordpress.com/latex.php?latex=%5Ba%2C+b%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[a, b]' title='[a, b]' class='latex' />, then the result is easily obtained by using the definition and the fact that <img src='http://l.wordpress.com/latex.php?latex=%7Cx+%2B+y%7C+%5Cleq+%7Cx%7C+%2B+%7Cy%7C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|x + y| \leq |x| + |y|' title='|x + y| \leq |x| + |y|' class='latex' /> for every <img src='http://l.wordpress.com/latex.php?latex=x%2Cy+%5Cin+%5Cmathbb+R&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='x,y \in \mathbb R' title='x,y \in \mathbb R' class='latex' />.</p>
<p>Now we prove that</p>
<p style="text-align:center;">for given <img src='http://l.wordpress.com/latex.php?latex=%5Cvarepsilon+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varepsilon &gt; 0' title='\varepsilon &gt; 0' class='latex' />, there exists <img src='http://l.wordpress.com/latex.php?latex=%5Cdelta+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\delta &gt; 0' title='\delta &gt; 0' class='latex' /> such that <img src='http://l.wordpress.com/latex.php?latex=%5Csum+%7Cf%28b_k%29+-+f%28a_k%29%7C+%3C+%5Cvarepsilon&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\sum |f(b_k) - f(a_k)| &lt; \varepsilon' title='\sum |f(b_k) - f(a_k)| &lt; \varepsilon' class='latex' /> for any finite collection <img src='http://l.wordpress.com/latex.php?latex=%5C%7B%5Ba_k%2C+b_k%5D%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\{[a_k, b_k]\}' title='\{[a_k, b_k]\}' class='latex' /> of non-overlapping subintervals of <img src='http://l.wordpress.com/latex.php?latex=%5Ba%2C+b%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[a, b]' title='[a, b]' class='latex' /> with <img src='http://l.wordpress.com/latex.php?latex=%5Csum+%28b_k+-+a_k%29+%3C+%5Cdelta&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\sum (b_k - a_k) &lt; \delta' title='\sum (b_k - a_k) &lt; \delta' class='latex' />.</p>
<p>Indeed, we split the collection <img src='http://l.wordpress.com/latex.php?latex=%5C%7B%5Ba_k%2C+b_k%5D%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\{[a_k, b_k]\}' title='\{[a_k, b_k]\}' class='latex' /> into two types:</p>
<ul>
<li>type <img src='http://l.wordpress.com/latex.php?latex=A&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='A' title='A' class='latex' /> are all <img src='http://l.wordpress.com/latex.php?latex=k&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='k' title='k' class='latex' /> such that <img src='http://l.wordpress.com/latex.php?latex=f%28b_k%29+-+f%28a_k%29+%5Cgeq+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f(b_k) - f(a_k) \geq 0' title='f(b_k) - f(a_k) \geq 0' class='latex' /> and</li>
<li>type <img src='http://l.wordpress.com/latex.php?latex=B&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='B' title='B' class='latex' /> are all <img src='http://l.wordpress.com/latex.php?latex=k&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='k' title='k' class='latex' /> such that <img src='http://l.wordpress.com/latex.php?latex=f%28b_k%29+-+f%28a_k%29+%3C+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='f(b_k) - f(a_k) &lt; 0' title='f(b_k) - f(a_k) &lt; 0' class='latex' />.</li>
</ul>
<p>For given <img src='http://l.wordpress.com/latex.php?latex=%5Cvarepsilon+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varepsilon &gt; 0' title='\varepsilon &gt; 0' class='latex' />, there exists <img src='http://l.wordpress.com/latex.php?latex=%5Cdelta+%3E+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\delta &gt; 0' title='\delta &gt; 0' class='latex' /> such that <img src='http://l.wordpress.com/latex.php?latex=%7C+%5Csum+%28f%28b_k%29+-+f%28a_k%29%29%7C+%3C+%5Cfrac%7B%5Cvarepsilon%7D%7B3%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='| \sum (f(b_k) - f(a_k))| &lt; \frac{\varepsilon}{3}' title='| \sum (f(b_k) - f(a_k))| &lt; \frac{\varepsilon}{3}' class='latex' /> for any finite collection <img src='http://l.wordpress.com/latex.php?latex=%5C%7B%5Ba_k%2C+b_k%5D%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\{[a_k, b_k]\}' title='\{[a_k, b_k]\}' class='latex' /> with <img src='http://l.wordpress.com/latex.php?latex=%5Csum+%28b_k+-+a_k%29+%3C+%5Cdelta&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\sum (b_k - a_k) &lt; \delta' title='\sum (b_k - a_k) &lt; \delta' class='latex' />. Then for <img src='http://l.wordpress.com/latex.php?latex=k+%5Cin+A&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='k \in A' title='k \in A' class='latex' /> we also have</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Csum_%7Bk+%5Cin+A%7D+%5Cleft%28+f%28b_k%29+-+f%28a_k%29+%5Cright%29+%3D+%5CBig%7C+%5Csum_%7Bk+%5Cin+A%7D+%28f%28b_k%29+-+f%28a_k%29%29%5CBig%7C+%3C+%5Cfrac%7B%5Cvarepsilon%7D%7B3%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\sum_{k \in A} \left( f(b_k) - f(a_k) \right) = \Big| \sum_{k \in A} (f(b_k) - f(a_k))\Big| &lt; \frac{\varepsilon}{3}' title='\displaystyle\sum_{k \in A} \left( f(b_k) - f(a_k) \right) = \Big| \sum_{k \in A} (f(b_k) - f(a_k))\Big| &lt; \frac{\varepsilon}{3}' class='latex' />.</p>
<p>Similarly,</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Csum_%7Bk+%5Cin+B%7D+%5Cleft%28+f%28a_k%29+-+f%28b_k%29+%5Cright%29+%3D+%5CBig%7C+%5Csum_%7Bk+%5Cin+B%7D+%28f%28b_k%29+-+f%28a_k%29%29%5CBig%7C+%3C+%5Cfrac%7B%5Cvarepsilon%7D%7B3%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\sum_{k \in B} \left( f(a_k) - f(b_k) \right) = \Big| \sum_{k \in B} (f(b_k) - f(a_k))\Big| &lt; \frac{\varepsilon}{3}' title='\displaystyle\sum_{k \in B} \left( f(a_k) - f(b_k) \right) = \Big| \sum_{k \in B} (f(b_k) - f(a_k))\Big| &lt; \frac{\varepsilon}{3}' class='latex' />.</p>
<p>From the following inequality <img src='http://l.wordpress.com/latex.php?latex=a+%2B+b+%5Cleq+%7Ca-b%7C+%2B+b+%2B+b&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='a + b \leq |a-b| + b + b' title='a + b \leq |a-b| + b + b' class='latex' /> with <img src='http://l.wordpress.com/latex.php?latex=a%2Cb+%5Cgeq+0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='a,b \geq 0' title='a,b \geq 0' class='latex' /> we deduce that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Csum%5Climits_%7Bk+%3D+1%7D%5En+%7B%5Cleft%7C+%7Bf%5Cleft%28+%7B%7Bb_k%7D%7D+%5Cright%29+-+f%5Cleft%28+%7B%7Ba_k%7D%7D+%5Cright%29%7D+%5Cright%7C%7D+%3D+%5Cunderbrace+%7B%5Csum%5Climits_%7Bk+%5Cin+A%7D+%7Bf%5Cleft%28+%7B%7Bb_k%7D%7D+%5Cright%29+-+f%5Cleft%28+%7B%7Ba_k%7D%7D+%5Cright%29%7D+%7D_a+%2B+%5Cunderbrace+%7B%5Csum%5Climits_%7Bk+%5Cin+B%7D+%7Bf%5Cleft%28+%7B%7Ba_k%7D%7D+%5Cright%29+-+f%5Cleft%28+%7B%7Bb_k%7D%7D+%5Cright%29%7D+%7D_b&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\sum\limits_{k = 1}^n {\left| {f\left( {{b_k}} \right) - f\left( {{a_k}} \right)} \right|} = \underbrace {\sum\limits_{k \in A} {f\left( {{b_k}} \right) - f\left( {{a_k}} \right)} }_a + \underbrace {\sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)} }_b' title='\displaystyle\sum\limits_{k = 1}^n {\left| {f\left( {{b_k}} \right) - f\left( {{a_k}} \right)} \right|} = \underbrace {\sum\limits_{k \in A} {f\left( {{b_k}} \right) - f\left( {{a_k}} \right)} }_a + \underbrace {\sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)} }_b' class='latex' /></p>
<p>with the fact that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle+a%2Bb+%5Cleqslant+%5Cleft%7C+%7B%5Csum%5Climits_%7Bk+%5Cin+A%7D+%7Bf%5Cleft%28+%7B%7Bb_k%7D%7D+%5Cright%29+-+f%5Cleft%28+%7B%7Ba_k%7D%7D+%5Cright%29%7D+-+%5Csum%5Climits_%7Bk+%5Cin+B%7D+%7Bf%5Cleft%28+%7B%7Ba_k%7D%7D+%5Cright%29+-+f%5Cleft%28+%7B%7Bb_k%7D%7D+%5Cright%29%7D+%7D+%5Cright%7C+%2B+%5Csum%5Climits_%7Bk+%5Cin+B%7D+%7Bf%5Cleft%28+%7B%7Ba_k%7D%7D+%5Cright%29+-+f%5Cleft%28+%7B%7Bb_k%7D%7D+%5Cright%29%7D+%2B+%5Csum%5Climits_%7Bk+%5Cin+B%7D+%7Bf%5Cleft%28+%7B%7Ba_k%7D%7D+%5Cright%29+-+f%5Cleft%28+%7B%7Bb_k%7D%7D+%5Cright%29%7D.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle a+b \leqslant \left| {\sum\limits_{k \in A} {f\left( {{b_k}} \right) - f\left( {{a_k}} \right)} - \sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)} } \right| + \sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)} + \sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)}.' title='\displaystyle a+b \leqslant \left| {\sum\limits_{k \in A} {f\left( {{b_k}} \right) - f\left( {{a_k}} \right)} - \sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)} } \right| + \sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)} + \sum\limits_{k \in B} {f\left( {{a_k}} \right) - f\left( {{b_k}} \right)}.' class='latex' /></p>
<p>Note that the right hand side of the above inequality is bounded from above by</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Cfrac%7B%5Cvarepsilon+%7D%7B3%7D+%2B+%5Cfrac%7B%5Cvarepsilon+%7D%7B3%7D+%2B+%5Cfrac%7B%5Cvarepsilon+%7D%7B3%7D+%3D+%5Cvarepsilon.&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\frac{\varepsilon }{3} + \frac{\varepsilon }{3} + \frac{\varepsilon }{3} = \varepsilon.' title='\displaystyle\frac{\varepsilon }{3} + \frac{\varepsilon }{3} + \frac{\varepsilon }{3} = \varepsilon.' class='latex' /></p>
<p>Thus, we have proved that for given <img src='http://l.wordpress.com/latex.php?latex=%5Cvarepsilon+%3E0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\varepsilon &gt;0' title='\varepsilon &gt;0' class='latex' />, there exists <img src='http://l.wordpress.com/latex.php?latex=%5Cdelta%3E0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\delta&gt;0' title='\delta&gt;0' class='latex' /> such that</p>
<p style="text-align:center;"><img src='http://l.wordpress.com/latex.php?latex=%5Cdisplaystyle%5Csum%5Climits_%7Bk+%3D+1%7D%5En+%7B%5Cleft%7C+%7Bf%5Cleft%28+%7Bb_k+%7D+%5Cright%29+-+f%5Cleft%28+%7Ba_k+%7D+%5Cright%29%7D+%5Cright%7C%7D+%3C+%5Cvarepsilon&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\displaystyle\sum\limits_{k = 1}^n {\left| {f\left( {b_k } \right) - f\left( {a_k } \right)} \right|} &lt; \varepsilon' title='\displaystyle\sum\limits_{k = 1}^n {\left| {f\left( {b_k } \right) - f\left( {a_k } \right)} \right|} &lt; \varepsilon' class='latex' /></p>
<p>for any finite collection <img src='http://l.wordpress.com/latex.php?latex=%5C%7B%5Ba_k%2C+b_k%5D%5C%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\{[a_k, b_k]\}' title='\{[a_k, b_k]\}' class='latex' /> of non-overlapping subintervals of <img src='http://l.wordpress.com/latex.php?latex=%5Ba%2C+b%5D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='[a, b]' title='[a, b]' class='latex' /> with <img src='http://l.wordpress.com/latex.php?latex=%5Csum+%28b_k+-+a_k%29+%3C+%5Cdelta&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\sum (b_k - a_k) &lt; \delta' title='\sum (b_k - a_k) &lt; \delta' class='latex' />. Letting <img src='http://l.wordpress.com/latex.php?latex=n+%5Cto+%5Cinfty&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='n \to \infty' title='n \to \infty' class='latex' /> we can claim that $f$ is absolutely continuous.</p>
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