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− | Let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922001.png" /> be a [[Differentiable manifold|differentiable manifold]], and let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922002.png" /> be the algebra of smooth real-valued functions on it. A tangent vector to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922003.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922004.png" /> is an <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922005.png" />-linear mapping <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922006.png" /> such that
| + | [[Category:TeX done]] |
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− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922007.png" /></td> <td valign="top" style="width:5%;text-align:right;">(a1)</td></tr></table>
| + | Let $M$ be a [[Differentiable manifold|differentiable manifold]], and let $F(M)$ be the algebra of smooth real-valued functions on it. A tangent vector to $M$ at $m\in M$ is an $\mathbb{R}$-linear mapping $v:F(M)\rightarrow \mathbb{R}$ such that |
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− | For this definition one can equally well (in fact, better) use the ring of germs of smooth functions <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922008.png" /> on <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t0922009.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220010.png" />.
| + | \begin{equation}\tag{a1} |
| + | v(fg)=f(m)v(g)+g(m)v(f). |
| + | \end{equation} |
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− | The tangent vectors to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220011.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220012.png" /> form a vector space over <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220013.png" /> of dimension <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220014.png" />. It is denoted by <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220015.png" />.
| + | For this definition one can equally well (in fact, better) use the ring of germs of smooth functions $F(M,m)$ on $M$ at $m$. |
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− | Let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220016.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220017.png" />, where <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220018.png" /> is a system of coordinates on <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220019.png" /> near <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220020.png" />. The <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220021.png" />-th partial derivative at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220022.png" /> with respect to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220023.png" /> is the tangent vector
| + | The tangent vectors to $M$ at $m\in M$ form a vector space over $\mathbb{R}$ of dimension $n=\dim (M)$. It is denoted by $T_m M$. |
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− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220024.png" /></td> </tr></table>
| + | Let $\phi :U\rightarrow \mathbb{R}^n$, $m\mapsto (x_1(m),\dots ,x_n(m))$, where $(x_1,\dots ,x_n)$ is a system of coordinates on $M$ near $m$. The $i$-th partial derivative at $m$ with respect to $\phi$ is the tangent vector |
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− | where the right hand-side is the usual partial derivative of the function <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220025.png" /> in the variables <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220026.png" />, at the point <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220027.png" />. One has <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220028.png" /> (the Kronecker delta) and the <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220029.png" /> form a basis for <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220030.png" />.
| + | \begin{equation*} |
| + | (D_{x_i})(m)(f)=\left.\frac{\partial (f\phi^{-1})}{\partial x_i}\right|_{\phi(m)}, |
| + | \end{equation*} |
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− | This basis for <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220031.png" /> determined by the coordinate system <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220032.png" /> is often denoted by <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220033.png" />.
| + | where the right hand-side is the usual partial derivative of the function $f\phi^{-1}:\mathbb{R}^n\rightarrow \mathbb{R}$ in the variables $x_1,\dots ,x_n$, at the point $\phi(m)\in\mathbb{R}^n$. One has $D_{x_i}(m)(x_j)=\delta_{ij}$ (the Kronecker delta) and the $D_{x_i}(m)$ form a basis for $T_m M$. |
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− | A cotangent vector at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220034.png" /> is an <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220035.png" />-linear mapping <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220036.png" /> such that the cotangent space <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220037.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220038.png" /> is the dual vector space to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220039.png" />. The dual basis to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220040.png" /> is denoted by <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220041.png" />. One has
| + | This basis for $T_m M$ determined by the coordinate system $(x_1,\dots ,x_n)$ is often denoted by $\{\partial/\partial x_1,\dots ,\partial/\partial x_n\}$. |
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− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220042.png" /></td> </tr></table>
| + | A cotangent vector at $m\in M$ is an $\mathbb{R}$-linear mapping $T_m M\rightarrow \mathbb{R}$ such that the cotangent space $T_m^* M$ at $m\in M$ is the dual vector space to $T_m M$. The dual basis to $(\partial/\partial x_1,\dots ,\partial/\partial x_n)$ is denoted by $dx_1,\dots ,dx_n$. One has |
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− | The disjoint union <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220043.png" /> of the tangent spaces <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220044.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220045.png" />, together with the projection <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220046.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220047.png" /> if <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220048.png" />, can be given the structure of a differentiable [[Vector bundle|vector bundle]], the [[Tangent bundle|tangent bundle]].
| + | \begin{equation*} |
| + | dx_i(v)=v(x_i),\qquad v\in T_m M. |
| + | \end{equation*} |
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− | Similarly, the cotangent spaces <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220049.png" /> form a vector bundle <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220050.png" /> dual to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220051.png" />, called the cotangent bundle. The sections of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220052.png" /> are the vector fields on <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220053.png" />, the sections of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220054.png" /> are differentiable <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220056.png" />-forms on <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220057.png" />.
| + | The disjoint union $TM$ of the tangent spaces $T_m M$, $m\in M$, together with the projection $\pi :TM\rightarrow M$, $\pi(v)=m$ if $v\in T_m M$, can be given the structure of a differentiable [[Vector bundle|vector bundle]], the [[Tangent bundle|tangent bundle]]. |
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− | Let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220058.png" /> be a mapping of differentiable manifolds and let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220059.png" /> be the induced mapping <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220060.png" />. For a tangent vector <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220061.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220062.png" />, composition with <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220063.png" /> gives an <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220064.png" />-linear mapping <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220065.png" /> which is a tangent vector to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220066.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220067.png" />. This defines a homomorphism of vector spaces <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220068.png" /> and a vector bundle morphism <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220069.png" />.
| + | Similarly, the cotangent spaces $T_m^* M$ form a vector bundle $T^*M$ dual to $TM$, called the cotangent bundle. The sections of $TM$ are the vector fields on $M$, the sections of $T^*M$ are differentiable $1$-forms on $M$. |
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− | In case <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220070.png" /> and <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220071.png" /> with global coordinates <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220072.png" /> and <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220073.png" />, respectively, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220074.png" /> is given by <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220075.png" /> differentiable functions and at each <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220076.png" />,
| + | Let $\alpha: M\rightarrow N$ be a mapping of differentiable manifolds and let $\alpha^*:F(N)\rightarrow F(M)$ be the induced mapping $g\mapsto g\alpha$. For a tangent vector $v:F(M)\rightarrow \mathbb{R}$ at $m$, composition with $\alpha^*$ gives an $\mathbb{R}$-linear mapping $v\alpha^*:F(N)\rightarrow\mathbb{R}$ which is a tangent vector to $N$ at $\alpha(m)$. This defines a homomorphism of vector spaces $T\alpha(m):T_m M\rightarrow T_{\alpha(m)}N$ and a vector bundle morphism $T\alpha:TM\rightarrow TN$. |
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− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220077.png" /></td> </tr></table>
| + | In case $M=\mathbb{R}^n$ and $N=\mathbb{R}^m$ with global coordinates $x_1,\dots ,x_n$ and $y_1,\dots ,y_m$, respectively, $\alpha:\mathbb{R}^n\rightarrow \mathbb{R}^m$ is given by $m$ differentiable functions and at each $x\in \mathbb{R^n}$, |
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− | so that the matrix of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220078.png" /> with respect to the basis <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220079.png" /> of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220080.png" /> and the basis <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220081.png" /> of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220082.png" /> is given by the [[Jacobi matrix|Jacobi matrix]] of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220083.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220084.png" />.
| + | \begin{equation*} |
| + | T\alpha(x)(\frac{\partial}{\partial x_i})=\frac{\partial y_1}{\partial x_i}(x)\frac{\partial}{\partial y_1}+\dots+\frac{\partial y_m}{\partial x_i}(x)\frac{\partial}{\partial y_m}, |
| + | \end{equation*} |
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− | Now, let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220085.png" /> be an imbedded manifold. Let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220086.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220087.png" /> be a smooth curve in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220088.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220089.png" />. Then
| + | so that the matrix of $T\alpha(x):T_x\mathbb{R}^n\rightarrow T_{\alpha(x)}\mathbb{R}^m$ with respect to the basis $\partial/\partial x_1,\dots,\partial/\partial x_n$ of $T_x\mathbb{R}^n$ and the basis $\partial/\partial y_1,\dots,\partial/\partial y_m$ of $T_{\alpha(x)}\mathbb{R}^m$ is given by the [[Jacobi matrix|Jacobi matrix]] of $\alpha$ at $x$. |
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− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220090.png" /></td> <td valign="top" style="width:5%;text-align:right;">(a2)</td></tr></table>
| + | Now, let $M\subset\mathbb{R}^r$ be an embedded manifold. Let $c:\mathbb{R}\rightarrow M\subset\mathbb{R}^n$, $t\mapsto c(t)=(c_1(t),\dots ,c_n(t))$ be a smooth curve in $M$, $c(0)=m$. Then |
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− | All tangent vectors in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220091.png" /> arise in this way. Identifying the vector (a2) with the <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220092.png" />-vector <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220093.png" />, viewed as a directed line segment starting in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220094.png" />, one recovers the intuitive picture of the tangent space <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220095.png" /> as the <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220096.png" />-plane in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220097.png" /> tangent to <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220098.png" /> in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t09220099.png" />.
| + | \begin{equation}\tag{a2} |
| + | Tc(0)(\frac{\partial}{\partial t})=\frac{\partial c_1}{\partial t}(0)\frac{\partial}{\partial y_1}+\dots+\frac{\partial c_r}{\partial t}(0)\frac{\partial}{\partial y_r}. |
| + | \end{equation} |
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− | A vector field on a manifold <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200100.png" /> can be defined as a derivation (cf. [[Derivation in a ring|Derivation in a ring]]) in the <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200101.png" />-algebra <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200102.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200103.png" />. Composition with the evaluation mappings <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200104.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200105.png" />, yields a family of tangent vectors <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200106.png" />, so that <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200107.png" /> "becomes" a section of the [[Tangent bundle|tangent bundle]]. Given local coordinates <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200108.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200109.png" /> can locally be written as
| + | All tangent vectors in $T_m M\subset T_m\mathbb{R}^r$ arise in this way. Identifying the vector (a2) with the $r$-vector $((\partial c_1/\partial t)(0),\dots,(\partial c_r/\partial t)(0))$, viewed as a directed line segment starting in $m\in M\subset \mathbb{R}^r$, one recovers the intuitive picture of the tangent space $T_m M$ as the $m$-plane in $\mathbb{R}^r$ tangent to $M$ in $m$. |
| | | |
− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200110.png" /></td> </tr></table>
| + | A vector field on a manifold $M$ can be defined as a derivation (cf. [[Derivation in a ring|Derivation in a ring]]) in the $\mathbb{R}$-algebra $F(M)$, $X:F(M)\rightarrow F(M)$. Composition with the evaluation mappings $f\mapsto f(m)$, $m\in M$, yields a family of tangent vectors $X_m\in T_m M$, so that $X$ "becomes" a section of the [[Tangent bundle|tangent bundle]]. Given local coordinates $x_1,\dots,x_n$, $X$ can locally be written as |
| | | |
− | and if a function <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200111.png" /> in local coordinates is given by <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200112.png" />, then <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200113.png" /> is the function given in local coordinates by the expression
| + | \begin{equation*} |
| + | X=\alpha_1(x)\frac{\partial}{\partial x_1}+\dots+\alpha_n(x)\frac{\partial}{\partial x_n}, |
| + | \end{equation*} |
| | | |
− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200114.png" /></td> </tr></table>
| + | and if a function $f$ in local coordinates is given by $f(m)=\tilde{f}(x_1(m),\dots,x_n(m))$, then $Xf$ is the function given in local coordinates by the expression |
| | | |
− | showing once more the convenience of the " / x" notation for tangent vectors. (Of course, in practice one uses a bit more abuse of notation and writes <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200115.png" /> instead of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200116.png" />.)
| + | \begin{equation*} |
| + | \alpha_1(x)\frac{\partial\tilde{f}}{\partial x_1}+\dots+\alpha_n(x)\frac{\partial\tilde{f}}{\partial x_n}, |
| + | \end{equation*} |
| | | |
− | Let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200117.png" /> be the <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200118.png" />-algebra of germs of smooth functions at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200119.png" /> (cf. [[Germ|Germ]]). Let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200120.png" /> be the ideal of germs that vanish at zero, and <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200121.png" /> the ideal generated by all products <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200122.png" /> for <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200123.png" />. If <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200124.png" /> are local coordinates at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200125.png" /> so that <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200126.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200127.png" /> is generated as an ideal in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200128.png" /> by <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200129.png" />, and <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200130.png" /> by the <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200131.png" />, <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200132.png" />. In fact, the quotient ring <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200133.png" /> is the power series ring in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200134.png" /> variables over <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200135.png" />. Here <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200136.png" /> is the ideal of flat function germs. (A smooth function is flat at a point if it vanishes there with all its derivatives (an example is <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200137.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200138.png" />); the "Taylor expansion mapping" <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200139.png" /> is surjective, a very special consequence of the [[Whitney extension theorem|Whitney extension theorem]].)
| + | showing once more the convenience of the " $\partial/\partial x_i$" notation for tangent vectors. (Of course, in practice one uses a bit more abuse of notation and writes $f$ instead of $\tilde{f}$.) |
| | | |
− | Now, let <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200140.png" /> be a tangent vector of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200141.png" /> at <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200142.png" />. Then <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200143.png" /> by (a1) for all constant functions in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200144.png" />. Also <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200145.png" />, again by (a1). Thus, each <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200146.png" /> defines an element in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200147.png" />, which is of dimension <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200148.png" /> because <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200149.png" /> has dimension <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200150.png" /> (and that element uniquely determines <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200151.png" />). Moreover, the tangent vectors <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200152.png" /> clearly define <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200153.png" /> linearly independent elements in <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200154.png" /> (because <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200155.png" />). Thus,
| + | Let $\mathcal{E}(m)$ be the $\mathbb{R}$-algebra of germs of smooth functions at $m\in M$ (cf. [[Germ|Germ]]). Let $\mathrm{m}\subset\mathcal{E}$ be the ideal of germs that vanish at zero, and $\mathrm{m}^2$ the ideal generated by all products $fg$ for $f,g\in\mathrm{m}$. If $x_1,\dots,x_n$ are local coordinates at $m$ so that $x(m)=0$, $\mathrm{m}$ is generated as an ideal in $\mathcal{E}$ by $x_1,\dots,x_n\in\mathrm{m}$, and $\mathrm{m}^2$ by the $x_ix_j$, $i,j=1,\dots,n$. In fact, the quotient ring $\mathcal{E}/\mathrm{m}^\infty$ is the power series ring in $n$ variables over $\mathbb{R}$. Here $\mathrm{m}^\infty=\cap_r\mathrm{m}^r$ is the ideal of flat function germs. (A smooth function is flat at a point if it vanishes there with all its derivatives (an example is $\exp(-x^{-2})$ at $0\in\mathbb{R}$); the "Taylor expansion mapping" $\mathcal{E}\rightarrow \mathbb{R}[[x_1,\dots,x_n]]$ is surjective, a very special consequence of the [[Whitney extension theorem|Whitney extension theorem]].) |
| | | |
− | <table class="eq" style="width:100%;"> <tr><td valign="top" style="width:94%;text-align:center;"><img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200156.png" /></td> </tr></table>
| + | Now, let $v\in T_mM$ be a tangent vector of $M$ at $m$. Then $v(\mathrm{const})=0$ by (a1) for all constant functions in $\mathcal{E}$. Also $v(\mathrm{m}^2)=0$, again by (a1). Thus, each $v\in T_mM$ defines an element in $\mathrm{Hom}_\mathbb{R}(\mathrm{m}/\mathrm{m}^2,\mathbb{R})$, which is of dimension $n=\dim M$ because $\mathrm{m}/\mathrm{m}^2$ has dimension $n$ (and that element uniquely determines $v$). Moreover, the tangent vectors $\partial/\partial x_1,\dots,\partial/\partial x_n$ clearly define $n$ linearly independent elements in $\mathrm{Hom}_\mathbb{R}(\mathrm{m}/\mathrm{m}^2,\mathbb{R})$ (because $(\partial/\partial x_i)(x_j)=\delta_{ij}$). Thus, |
| | | |
− | the dual space of <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/t/t092/t092200/t092200157.png" />. This point of view is more generally applicable and serves as the definition of tangent space in analytic and algebraic geometry, cf. [[Analytic space|Analytic space]]; [[Zariski tangent space|Zariski tangent space]]. | + | \begin{equation*} |
| + | T_mM\simeq\mathrm{Hom}_\mathbb{R}(\mathrm{m}/\mathrm{m}^2,\mathbb{R}), |
| + | \end{equation*} |
| + | |
| + | the dual space of $\mathrm{m}/\mathrm{m}^2$. This point of view is more generally applicable and serves as the definition of tangent space in analytic and algebraic geometry, cf. [[Analytic space|Analytic space]]; [[Zariski tangent space|Zariski tangent space]]. |
| | | |
| ====References==== | | ====References==== |
| <table><TR><TD valign="top">[a1]</TD> <TD valign="top"> R. Hermann, "Geometry, physics, and systems" , M. Dekker (1973) {{MR|0494183}} {{ZBL|0285.58001}} </TD></TR><TR><TD valign="top">[a2]</TD> <TD valign="top"> R.L. Bishop, R.J. Crittenden, "Geometry of manifolds" , Acad. Press (1964) {{MR|0169148}} {{ZBL|0132.16003}} </TD></TR><TR><TD valign="top">[a3]</TD> <TD valign="top"> M.W. Hirsch, "Differential topology" , Springer (1976) pp. 4, 78 {{MR|0448362}} {{ZBL|0356.57001}} </TD></TR><TR><TD valign="top">[a4]</TD> <TD valign="top"> S.P. Novikov, A.T. Fomenko, "Basic elements of differential geometry and topology" , Kluwer (1991) (Translated from Russian) {{MR|1135798}} {{ZBL|0711.53001}} </TD></TR><TR><TD valign="top">[a5]</TD> <TD valign="top"> Yu. Borisovich, N. Bliznyakov, Ya. Izrailevich, T. Fomenko, "Introduction to topology" , Kluwer (1993) (Translated from Russian) {{MR|1450091}} {{MR|0824983}} {{MR|0591670}} {{ZBL|0836.57001}} {{ZBL|0834.57001}} {{ZBL|0478.57001}} </TD></TR></table> | | <table><TR><TD valign="top">[a1]</TD> <TD valign="top"> R. Hermann, "Geometry, physics, and systems" , M. Dekker (1973) {{MR|0494183}} {{ZBL|0285.58001}} </TD></TR><TR><TD valign="top">[a2]</TD> <TD valign="top"> R.L. Bishop, R.J. Crittenden, "Geometry of manifolds" , Acad. Press (1964) {{MR|0169148}} {{ZBL|0132.16003}} </TD></TR><TR><TD valign="top">[a3]</TD> <TD valign="top"> M.W. Hirsch, "Differential topology" , Springer (1976) pp. 4, 78 {{MR|0448362}} {{ZBL|0356.57001}} </TD></TR><TR><TD valign="top">[a4]</TD> <TD valign="top"> S.P. Novikov, A.T. Fomenko, "Basic elements of differential geometry and topology" , Kluwer (1991) (Translated from Russian) {{MR|1135798}} {{ZBL|0711.53001}} </TD></TR><TR><TD valign="top">[a5]</TD> <TD valign="top"> Yu. Borisovich, N. Bliznyakov, Ya. Izrailevich, T. Fomenko, "Introduction to topology" , Kluwer (1993) (Translated from Russian) {{MR|1450091}} {{MR|0824983}} {{MR|0591670}} {{ZBL|0836.57001}} {{ZBL|0834.57001}} {{ZBL|0478.57001}} </TD></TR></table> |
Let $M$ be a differentiable manifold, and let $F(M)$ be the algebra of smooth real-valued functions on it. A tangent vector to $M$ at $m\in M$ is an $\mathbb{R}$-linear mapping $v:F(M)\rightarrow \mathbb{R}$ such that
\begin{equation}\tag{a1}
v(fg)=f(m)v(g)+g(m)v(f).
\end{equation}
For this definition one can equally well (in fact, better) use the ring of germs of smooth functions $F(M,m)$ on $M$ at $m$.
The tangent vectors to $M$ at $m\in M$ form a vector space over $\mathbb{R}$ of dimension $n=\dim (M)$. It is denoted by $T_m M$.
Let $\phi :U\rightarrow \mathbb{R}^n$, $m\mapsto (x_1(m),\dots ,x_n(m))$, where $(x_1,\dots ,x_n)$ is a system of coordinates on $M$ near $m$. The $i$-th partial derivative at $m$ with respect to $\phi$ is the tangent vector
\begin{equation*}
(D_{x_i})(m)(f)=\left.\frac{\partial (f\phi^{-1})}{\partial x_i}\right|_{\phi(m)},
\end{equation*}
where the right hand-side is the usual partial derivative of the function $f\phi^{-1}:\mathbb{R}^n\rightarrow \mathbb{R}$ in the variables $x_1,\dots ,x_n$, at the point $\phi(m)\in\mathbb{R}^n$. One has $D_{x_i}(m)(x_j)=\delta_{ij}$ (the Kronecker delta) and the $D_{x_i}(m)$ form a basis for $T_m M$.
This basis for $T_m M$ determined by the coordinate system $(x_1,\dots ,x_n)$ is often denoted by $\{\partial/\partial x_1,\dots ,\partial/\partial x_n\}$.
A cotangent vector at $m\in M$ is an $\mathbb{R}$-linear mapping $T_m M\rightarrow \mathbb{R}$ such that the cotangent space $T_m^* M$ at $m\in M$ is the dual vector space to $T_m M$. The dual basis to $(\partial/\partial x_1,\dots ,\partial/\partial x_n)$ is denoted by $dx_1,\dots ,dx_n$. One has
\begin{equation*}
dx_i(v)=v(x_i),\qquad v\in T_m M.
\end{equation*}
The disjoint union $TM$ of the tangent spaces $T_m M$, $m\in M$, together with the projection $\pi :TM\rightarrow M$, $\pi(v)=m$ if $v\in T_m M$, can be given the structure of a differentiable vector bundle, the tangent bundle.
Similarly, the cotangent spaces $T_m^* M$ form a vector bundle $T^*M$ dual to $TM$, called the cotangent bundle. The sections of $TM$ are the vector fields on $M$, the sections of $T^*M$ are differentiable $1$-forms on $M$.
Let $\alpha: M\rightarrow N$ be a mapping of differentiable manifolds and let $\alpha^*:F(N)\rightarrow F(M)$ be the induced mapping $g\mapsto g\alpha$. For a tangent vector $v:F(M)\rightarrow \mathbb{R}$ at $m$, composition with $\alpha^*$ gives an $\mathbb{R}$-linear mapping $v\alpha^*:F(N)\rightarrow\mathbb{R}$ which is a tangent vector to $N$ at $\alpha(m)$. This defines a homomorphism of vector spaces $T\alpha(m):T_m M\rightarrow T_{\alpha(m)}N$ and a vector bundle morphism $T\alpha:TM\rightarrow TN$.
In case $M=\mathbb{R}^n$ and $N=\mathbb{R}^m$ with global coordinates $x_1,\dots ,x_n$ and $y_1,\dots ,y_m$, respectively, $\alpha:\mathbb{R}^n\rightarrow \mathbb{R}^m$ is given by $m$ differentiable functions and at each $x\in \mathbb{R^n}$,
\begin{equation*}
T\alpha(x)(\frac{\partial}{\partial x_i})=\frac{\partial y_1}{\partial x_i}(x)\frac{\partial}{\partial y_1}+\dots+\frac{\partial y_m}{\partial x_i}(x)\frac{\partial}{\partial y_m},
\end{equation*}
so that the matrix of $T\alpha(x):T_x\mathbb{R}^n\rightarrow T_{\alpha(x)}\mathbb{R}^m$ with respect to the basis $\partial/\partial x_1,\dots,\partial/\partial x_n$ of $T_x\mathbb{R}^n$ and the basis $\partial/\partial y_1,\dots,\partial/\partial y_m$ of $T_{\alpha(x)}\mathbb{R}^m$ is given by the Jacobi matrix of $\alpha$ at $x$.
Now, let $M\subset\mathbb{R}^r$ be an embedded manifold. Let $c:\mathbb{R}\rightarrow M\subset\mathbb{R}^n$, $t\mapsto c(t)=(c_1(t),\dots ,c_n(t))$ be a smooth curve in $M$, $c(0)=m$. Then
\begin{equation}\tag{a2}
Tc(0)(\frac{\partial}{\partial t})=\frac{\partial c_1}{\partial t}(0)\frac{\partial}{\partial y_1}+\dots+\frac{\partial c_r}{\partial t}(0)\frac{\partial}{\partial y_r}.
\end{equation}
All tangent vectors in $T_m M\subset T_m\mathbb{R}^r$ arise in this way. Identifying the vector (a2) with the $r$-vector $((\partial c_1/\partial t)(0),\dots,(\partial c_r/\partial t)(0))$, viewed as a directed line segment starting in $m\in M\subset \mathbb{R}^r$, one recovers the intuitive picture of the tangent space $T_m M$ as the $m$-plane in $\mathbb{R}^r$ tangent to $M$ in $m$.
A vector field on a manifold $M$ can be defined as a derivation (cf. Derivation in a ring) in the $\mathbb{R}$-algebra $F(M)$, $X:F(M)\rightarrow F(M)$. Composition with the evaluation mappings $f\mapsto f(m)$, $m\in M$, yields a family of tangent vectors $X_m\in T_m M$, so that $X$ "becomes" a section of the tangent bundle. Given local coordinates $x_1,\dots,x_n$, $X$ can locally be written as
\begin{equation*}
X=\alpha_1(x)\frac{\partial}{\partial x_1}+\dots+\alpha_n(x)\frac{\partial}{\partial x_n},
\end{equation*}
and if a function $f$ in local coordinates is given by $f(m)=\tilde{f}(x_1(m),\dots,x_n(m))$, then $Xf$ is the function given in local coordinates by the expression
\begin{equation*}
\alpha_1(x)\frac{\partial\tilde{f}}{\partial x_1}+\dots+\alpha_n(x)\frac{\partial\tilde{f}}{\partial x_n},
\end{equation*}
showing once more the convenience of the " $\partial/\partial x_i$" notation for tangent vectors. (Of course, in practice one uses a bit more abuse of notation and writes $f$ instead of $\tilde{f}$.)
Let $\mathcal{E}(m)$ be the $\mathbb{R}$-algebra of germs of smooth functions at $m\in M$ (cf. Germ). Let $\mathrm{m}\subset\mathcal{E}$ be the ideal of germs that vanish at zero, and $\mathrm{m}^2$ the ideal generated by all products $fg$ for $f,g\in\mathrm{m}$. If $x_1,\dots,x_n$ are local coordinates at $m$ so that $x(m)=0$, $\mathrm{m}$ is generated as an ideal in $\mathcal{E}$ by $x_1,\dots,x_n\in\mathrm{m}$, and $\mathrm{m}^2$ by the $x_ix_j$, $i,j=1,\dots,n$. In fact, the quotient ring $\mathcal{E}/\mathrm{m}^\infty$ is the power series ring in $n$ variables over $\mathbb{R}$. Here $\mathrm{m}^\infty=\cap_r\mathrm{m}^r$ is the ideal of flat function germs. (A smooth function is flat at a point if it vanishes there with all its derivatives (an example is $\exp(-x^{-2})$ at $0\in\mathbb{R}$); the "Taylor expansion mapping" $\mathcal{E}\rightarrow \mathbb{R}[[x_1,\dots,x_n]]$ is surjective, a very special consequence of the Whitney extension theorem.)
Now, let $v\in T_mM$ be a tangent vector of $M$ at $m$. Then $v(\mathrm{const})=0$ by (a1) for all constant functions in $\mathcal{E}$. Also $v(\mathrm{m}^2)=0$, again by (a1). Thus, each $v\in T_mM$ defines an element in $\mathrm{Hom}_\mathbb{R}(\mathrm{m}/\mathrm{m}^2,\mathbb{R})$, which is of dimension $n=\dim M$ because $\mathrm{m}/\mathrm{m}^2$ has dimension $n$ (and that element uniquely determines $v$). Moreover, the tangent vectors $\partial/\partial x_1,\dots,\partial/\partial x_n$ clearly define $n$ linearly independent elements in $\mathrm{Hom}_\mathbb{R}(\mathrm{m}/\mathrm{m}^2,\mathbb{R})$ (because $(\partial/\partial x_i)(x_j)=\delta_{ij}$). Thus,
\begin{equation*}
T_mM\simeq\mathrm{Hom}_\mathbb{R}(\mathrm{m}/\mathrm{m}^2,\mathbb{R}),
\end{equation*}
the dual space of $\mathrm{m}/\mathrm{m}^2$. This point of view is more generally applicable and serves as the definition of tangent space in analytic and algebraic geometry, cf. Analytic space; Zariski tangent space.
References
[a1] | R. Hermann, "Geometry, physics, and systems" , M. Dekker (1973) MR0494183 Zbl 0285.58001 |
[a2] | R.L. Bishop, R.J. Crittenden, "Geometry of manifolds" , Acad. Press (1964) MR0169148 Zbl 0132.16003 |
[a3] | M.W. Hirsch, "Differential topology" , Springer (1976) pp. 4, 78 MR0448362 Zbl 0356.57001 |
[a4] | S.P. Novikov, A.T. Fomenko, "Basic elements of differential geometry and topology" , Kluwer (1991) (Translated from Russian) MR1135798 Zbl 0711.53001 |
[a5] | Yu. Borisovich, N. Bliznyakov, Ya. Izrailevich, T. Fomenko, "Introduction to topology" , Kluwer (1993) (Translated from Russian) MR1450091 MR0824983 MR0591670 Zbl 0836.57001 Zbl 0834.57001 Zbl 0478.57001 |