Pullback (differential geometry)
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Suppose that is a smooth map between smooth manifolds ''M'' and ''N''. Then there is an associated
linear map In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that ...
from the space of 1-forms on ''N'' (the linear space of
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of the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. Th ...
) to the space of 1-forms on ''M''. This linear map is known as the pullback (by ''φ''), and is frequently denoted by ''φ''. More generally, any covariant tensor field – in particular any
differential form In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many application ...
– on ''N'' may be pulled back to ''M'' using ''φ''. When the map ''φ'' is a diffeomorphism, then the pullback, together with the pushforward, can be used to transform any tensor field from ''N'' to ''M'' or vice versa. In particular, if ''φ'' is a diffeomorphism between open subsets of R''n'' and R''n'', viewed as a
change of coordinates In mathematics, an ordered basis of a vector space of finite dimension allows representing uniquely any element of the vector space by a coordinate vector, which is a sequence of scalars called coordinates. If two different bases are consi ...
(perhaps between different
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on a manifold ''M''), then the pullback and pushforward describe the transformation properties of covariant and contravariant tensors used in more traditional (coordinate dependent) approaches to the subject. The idea behind the pullback is essentially the notion of precomposition of one function with another. However, by combining this idea in several different contexts, quite elaborate pullback operations can be constructed. This article begins with the simplest operations, then uses them to construct more sophisticated ones. Roughly speaking, the pullback mechanism (using precomposition) turns several constructions in
differential geometry Differential geometry is a mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of differential calculus, integral calculus, linear algebra and mult ...
into contravariant functors.


Pullback of smooth functions and smooth maps

Let be a smooth map between (smooth) manifolds ''M'' and ''N'', and suppose is a smooth function on ''N''. Then the pullback of ''f'' by ''φ'' is the smooth function ''φ''''f'' on ''M'' defined by . Similarly, if ''f'' is a smooth function on an
open set In mathematics, open sets are a generalization of open intervals in the real line. In a metric space (a set along with a distance defined between any two points), open sets are the sets that, with every point , contain all points that are su ...
''U'' in ''N'', then the same formula defines a smooth function on the open set ''φ''−1(''U'') in ''M''. (In the language of sheaves, pullback defines a morphism from the sheaf of smooth functions on ''N'' to the direct image by ''φ'' of the sheaf of smooth functions on ''M''.) More generally, if is a smooth map from ''N'' to any other manifold ''A'', then is a smooth map from ''M'' to ''A''.


Pullback of bundles and sections

If ''E'' is a
vector bundle In mathematics, a vector bundle is a topological construction that makes precise the idea of a family of vector spaces parameterized by another space X (for example X could be a topological space, a manifold, or an algebraic variety): to every p ...
(or indeed any fiber bundle) over ''N'' and is a smooth map, then the pullback bundle ''φ''''E'' is a vector bundle (or fiber bundle) over ''M'' whose
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over ''x'' in ''M'' is given by . In this situation, precomposition defines a pullback operation on sections of ''E'': if ''s'' is a section of ''E'' over ''N'', then the pullback section is a section of ''φ''''E'' over ''M''.


Pullback of multilinear forms

Let be a
linear map In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that ...
between vector spaces ''V'' and ''W'' (i.e., Φ is an element of , also denoted ), and let :F:W \times W \times \cdots \times W \rightarrow \mathbf be a multilinear form on ''W'' (also known as a
tensor In mathematics, a tensor is an algebraic object that describes a multilinear relationship between sets of algebraic objects related to a vector space. Tensors may map between different objects such as vectors, scalars, and even other tensor ...
– not to be confused with a tensor field – of rank , where ''s'' is the number of factors of ''W'' in the product). Then the pullback Φ''F'' of ''F'' by Φ is a multilinear form on ''V'' defined by precomposing ''F'' with Φ. More precisely, given vectors ''v''1, ''v''2, ..., ''v''''s'' in ''V'', Φ''F'' is defined by the formula :(\Phi^*F)(v_1,v_2,\ldots,v_s) = F(\Phi(v_1), \Phi(v_2), \ldots ,\Phi(v_s)), which is a multilinear form on ''V''. Hence Φ is a (linear) operator from multilinear forms on ''W'' to multilinear forms on ''V''. As a special case, note that if ''F'' is a linear form (or (0,1)-tensor) on ''W'', so that ''F'' is an element of ''W'', the
dual space In mathematics, any vector space ''V'' has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on ''V'', together with the vector space structure of pointwise addition and scalar multiplication by cons ...
of ''W'', then Φ''F'' is an element of ''V'', and so pullback by Φ defines a linear map between dual spaces which acts in the opposite direction to the linear map Φ itself: :\Phi\colon V\rightarrow W, \qquad \Phi^*\colon W^*\rightarrow V^*. From a tensorial point of view, it is natural to try to extend the notion of pullback to tensors of arbitrary rank, i.e., to multilinear maps on ''W'' taking values in a
tensor product In mathematics, the tensor product V \otimes W of two vector spaces and (over the same field) is a vector space to which is associated a bilinear map V\times W \to V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of V \otime ...
of ''r'' copies of ''W'', i.e., . However, elements of such a tensor product do not pull back naturally: instead there is a pushforward operation from to given by :\Phi_*(v_1\otimes v_2\otimes\cdots\otimes v_r)=\Phi(v_1)\otimes \Phi(v_2)\otimes\cdots\otimes \Phi(v_r). Nevertheless, it follows from this that if Φ is invertible, pullback can be defined using pushforward by the inverse function Φ−1. Combining these two constructions yields a pushforward operation, along an invertible linear map, for tensors of any rank .


Pullback of cotangent vectors and 1-forms

Let ''φ'' : ''M'' → ''N'' be a smooth map between smooth manifolds. Then the differential of ''φ'', written ''φ''*, ''dφ'', or ''Dφ'', is a vector bundle morphism (over ''M'') from the tangent bundle ''TM'' of ''M'' to the pullback bundle ''φ''*''TN''. The transpose of ''φ''* is therefore a bundle map from ''φ''*''T''*''N'' to ''T''*''M'', the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. Th ...
of ''M''. Now suppose that ''α'' is a section of ''T''*''N'' (a
1-form In differential geometry, a one-form on a differentiable manifold is a smooth section of the cotangent bundle. Equivalently, a one-form on a manifold M is a smooth mapping of the total space of the tangent bundle of M to \R whose restriction to ...
on ''N''), and precompose ''α'' with ''φ'' to obtain a pullback section of ''φ''*''T''*''N''. Applying the above bundle map (pointwise) to this section yields the pullback of ''α'' by ''φ'', which is the 1-form ''φ''*''α'' on ''M'' defined by : (\varphi^*\alpha)_x(X) = \alpha_(d\varphi_x(X)) for ''x'' in ''M'' and ''X'' in ''T''''x''''M''.


Pullback of (covariant) tensor fields

The construction of the previous section generalizes immediately to tensor bundles of rank (0,''s'') for any natural number ''s'': a (0,''s'')
tensor field In mathematics and physics, a tensor field assigns a tensor to each point of a mathematical space (typically a Euclidean space or manifold). Tensor fields are used in differential geometry, algebraic geometry, general relativity, in the analysis ...
on a manifold ''N'' is a section of the tensor bundle on ''N'' whose fiber at ''y'' in ''N'' is the space of multilinear ''s''-forms : F\colon T_y N\times\cdots \times T_y N\to \mathbf. By taking Φ equal to the (pointwise) differential of a smooth map ''φ'' from ''M'' to ''N'', the pullback of multilinear forms can be combined with the pullback of sections to yield a pullback (0,''s'') tensor field on ''M''. More precisely if ''S'' is a (0,''s'')-tensor field on ''N'', then the pullback of ''S'' by ''φ'' is the (0,''s'')-tensor field ''φ''*''S'' on ''M'' defined by : (\varphi^*S)_x(X_1,\ldots, X_s) = S_(d\varphi_x(X_1),\ldots, d\varphi_x(X_s)) for ''x'' in ''M'' and ''X''''j'' in ''T''''x''''M''.


Pullback of differential forms

A particular important case of the pullback of covariant tensor fields is the pullback of
differential form In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many application ...
s. If ''α'' is a differential ''k''-form, i.e., a section of the
exterior bundle In mathematics, the tensor product of modules is a construction that allows arguments about bilinear maps (e.g. multiplication) to be carried out in terms of linear maps. The module construction is analogous to the construction of the tensor produ ...
Λ''k''''T''*''N'' of (fiberwise) alternating ''k''-forms on ''TN'', then the pullback of ''α'' is the differential ''k''-form on ''M'' defined by the same formula as in the previous section: : (\varphi^*\alpha)_x(X_1,\ldots, X_k) = \alpha_(d\varphi_x(X_1),\ldots, d\varphi_x(X_k)) for ''x'' in ''M'' and ''X''''j'' in ''T''''x''''M''. The pullback of differential forms has two properties which make it extremely useful. # It is compatible with the wedge product in the sense that for differential forms ''α'' and ''β'' on ''N'', #: \varphi^*(\alpha \wedge \beta)=\varphi^*\alpha \wedge \varphi^*\beta. # It is compatible with the
exterior derivative On a differentiable manifold, the exterior derivative extends the concept of the differential of a function to differential forms of higher degree. The exterior derivative was first described in its current form by Élie Cartan in 1899. The re ...
''d'': if ''α'' is a differential form on ''N'' then #: \varphi^*(d\alpha) = d(\varphi^*\alpha).


Pullback by diffeomorphisms

When the map ''φ'' between manifolds is a diffeomorphism, that is, it has a smooth inverse, then pullback can be defined for the vector fields as well as for 1-forms, and thus, by extension, for an arbitrary mixed tensor field on the manifold. The linear map :\Phi = d\varphi_x \in \operatorname\left(T_x M, T_N\right) can be inverted to give :\Phi^ = \left(\right)^ \in \operatorname\left(T_N, T_x M\right). A general mixed tensor field will then transform using Φ and Φ−1 according to the
tensor product In mathematics, the tensor product V \otimes W of two vector spaces and (over the same field) is a vector space to which is associated a bilinear map V\times W \to V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of V \otime ...
decomposition of the tensor bundle into copies of ''TN'' and ''T*N''. When ''M'' = ''N'', then the pullback and the pushforward describe the transformation properties of a
tensor In mathematics, a tensor is an algebraic object that describes a multilinear relationship between sets of algebraic objects related to a vector space. Tensors may map between different objects such as vectors, scalars, and even other tensor ...
on the manifold ''M''. In traditional terms, the pullback describes the transformation properties of the covariant indices of a
tensor In mathematics, a tensor is an algebraic object that describes a multilinear relationship between sets of algebraic objects related to a vector space. Tensors may map between different objects such as vectors, scalars, and even other tensor ...
; by contrast, the transformation of the contravariant indices is given by a pushforward.


Pullback by automorphisms

The construction of the previous section has a representation-theoretic interpretation when ''φ'' is a diffeomorphism from a manifold ''M'' to itself. In this case the derivative ''dφ'' is a section of GL(''TM'', ''φ''*''TM''). This induces a pullback action on sections of any bundle associated to the frame bundle GL(''M'') of ''M'' by a representation of the general linear group GL(''m'') (where ''m'' = dim ''M'').


Pullback and Lie derivative

See Lie derivative. By applying the preceding ideas to the local 1-parameter group of diffeomorphisms defined by a vector field on ''M'', and differentiating with respect to the parameter, a notion of Lie derivative on any associated bundle is obtained.


Pullback of connections (covariant derivatives)

If ∇ is a connection (or
covariant derivative In mathematics, the covariant derivative is a way of specifying a derivative along tangent vectors of a manifold. Alternatively, the covariant derivative is a way of introducing and working with a connection on a manifold by means of a differe ...
) on a vector bundle ''E'' over ''N'' and ''φ'' is a smooth map from ''M'' to ''N'', then there is a pullback connection ''φ''∇ on ''φ''''E'' over ''M'', determined uniquely by the condition that :\left(\varphi^*\nabla\right)_X\left(\varphi^*s\right) = \varphi^*\left(\nabla_ s\right).


See also

* Pushforward (differential) * Pullback bundle * Pullback (category theory)


References

* ''See sections 1.5 and 1.6''. * ''See section 1.7 and 2.3''. {{Manifolds Tensors Differential geometry