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Let \phi:M\to N be a smooth map between
smooth manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One may ...
s 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 p ...
from the space of 1-forms on N (the linear space of sections of the cotangent bundle) to the space of 1-forms on M. This linear map is known as the pullback (by \phi), and is frequently denoted by \phi^*. 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 applications ...
– on N may be pulled back to M using \phi. When the map \phi is a
diffeomorphism In mathematics, a diffeomorphism is an isomorphism of differentiable manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are continuously differentiable. Definit ...
, 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 \phi 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 (vector space), dimension allows representing uniquely any element of the vector space by a coordinate vector, which is a finite sequence, sequence of scalar (mathematics), ...
(perhaps between different charts 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 Mathematics, mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of Calculus, single variable calculus, vector calculus, lin ...
into contravariant functors.


Pullback of smooth functions and smooth maps

Let \phi:M\to N be a smooth map between (smooth) manifolds M and N, and suppose f:N\to\R is a smooth function on N. Then the pullback of f by \phi is the smooth function \phi^*f on M defined by (\phi^*f)(x)=f(\phi(x)). Similarly, if f is a smooth function on an
open set In mathematics, an open set is a generalization of an Interval (mathematics)#Definitions_and_terminology, open interval in the real line. In a metric space (a Set (mathematics), set with a metric (mathematics), distance defined between every two ...
U in N, then the same formula defines a smooth function on the open set \phi^(U). (In the language of sheaves, pullback defines a morphism from the sheaf of smooth functions on N to the direct image by \phi of the sheaf of smooth functions on M.) More generally, if f:N\to A is a smooth map from N to any other manifold A, then (\phi^*f)(x)=f(\phi(x)) 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 eve ...
(or indeed any fiber bundle) over N and \phi:M\to N is a smooth map, then the pullback bundle \phi^*E is a vector bundle (or fiber bundle) over M whose
fiber Fiber (spelled fibre in British English; from ) is a natural or artificial substance that is significantly longer than it is wide. Fibers are often used in the manufacture of other materials. The strongest engineering materials often inco ...
over x in M is given by (\phi^*E)_x=E_. 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 \phi^*s=s\circ\phi is a section of \phi^*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 p ...
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 associated with a vector space. Tensors may map between different objects such as vectors, scalars, and even other ...
– 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 V and W (over the same field) is a vector space to which is associated a bilinear map V\times W \rightarrow V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of ...
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 \phi:M\to N be a smooth map between
smooth manifolds In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas (topology ...
. Then the differential of \phi, written \phi_*, d\phi, or D\phi, is a vector bundle morphism (over M) from the
tangent bundle A tangent bundle is the collection of all of the tangent spaces for all points on a manifold, structured in a way that it forms a new manifold itself. Formally, in differential geometry, the tangent bundle of a differentiable manifold M is ...
TM of M to the pullback bundle \phi^*TN. The
transpose In linear algebra, the transpose of a Matrix (mathematics), matrix is an operator which flips a matrix over its diagonal; that is, it switches the row and column indices of the matrix by producing another matrix, often denoted by (among other ...
of \phi_* is therefore a bundle map from \phi^*T^*N to T^*M, the cotangent bundle of M. Now suppose that \alpha is a section of T^*N (a
1-form In differential geometry, a one-form (or covector field) on a differentiable manifold is a differential form of degree one, that is, a smooth section of the cotangent bundle. Equivalently, a one-form on a manifold M is a smooth mapping of the t ...
on N), and precompose \alpha with \phi to obtain a pullback section of \phi^*T^*N. Applying the above bundle map (pointwise) to this section yields the pullback of \alpha by \phi, which is the 1-form \phi^*\alpha on M defined by (\phi^*\alpha)_x(X) = \alpha_(d\phi_x(X)) for x in M and X in T_xM.


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 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: T_y N\times\cdots \times T_y N\to \R. By taking \phi equal to the (pointwise) differential of a smooth map \phi 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 \phi is the (0,s)-tensor field \phi^*S on M defined by (\phi^*S)_x(X_1,\ldots, X_s) = S_(d\phi_x(X_1),\ldots, d\phi_x(X_s)) for x in M and X_j in T_xM.


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 applications ...
s. If \alpha is a differential k-form, i.e., a section of the exterior bundle \Lambda^k(T^*N) of (fiberwise) alternating k-forms on TN, then the pullback of \alpha is the differential k-form on M defined by the same formula as in the previous section: (\phi^*\alpha)_x(X_1,\ldots, X_k) = \alpha_(d\phi_x(X_1),\ldots, d\phi_x(X_k)) for x in M and X_j in T_xM. 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 \alpha and \beta on N, \phi^*(\alpha \wedge \beta)=\phi^*\alpha \wedge \phi^*\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 \alpha is a differential form on N then \phi^*(d\alpha) = d(\phi^*\alpha).


Pullback by diffeomorphisms

When the map \phi between manifolds is a
diffeomorphism In mathematics, a diffeomorphism is an isomorphism of differentiable manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are continuously differentiable. Definit ...
, that is, it has a smooth inverse, then pullback can be defined for the
vector field In vector calculus and physics, a vector field is an assignment of a vector to each point in a space, most commonly Euclidean space \mathbb^n. A vector field on a plane can be visualized as a collection of arrows with given magnitudes and dire ...
s as well as for 1-forms, and thus, by extension, for an arbitrary mixed tensor field on the manifold. The linear map \Phi = d\phi_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 \Phi and \Phi^ according to the
tensor product In mathematics, the tensor product V \otimes W of two vector spaces V and W (over the same field) is a vector space to which is associated a bilinear map V\times W \rightarrow V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of ...
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 associated with a vector space. Tensors may map between different objects such as vectors, scalars, and even other ...
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 associated with a vector space. Tensors may map between different objects such as vectors, scalars, and even other ...
; 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 \phi is a diffeomorphism from a manifold M to itself. In this case the derivative d\phi is a section of \operatorname(TM,\phi^*TM). This induces a pullback action on sections of any bundle associated to the
frame bundle In mathematics, a frame bundle is a principal fiber bundle F(E) associated with any vector bundle ''E''. The fiber of F(E) over a point ''x'' is the set of all ordered bases, or ''frames'', for ''E_x''. The general linear group acts naturally on ...
\operatorname(m) of M by a representation of the
general linear group In mathematics, the general linear group of degree n is the set of n\times n invertible matrices, together with the operation of ordinary matrix multiplication. This forms a group, because the product of two invertible matrices is again inve ...
\operatorname(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 \nabla is a connection (or
covariant derivative In mathematics and physics, covariance is a measure of how much two variables change together, and may refer to: Statistics * Covariance matrix, a matrix of covariances between a number of variables * Covariance or cross-covariance between ...
) on a vector bundle E over N and \phi is a smooth map from M to N, then there is a pullback connection \phi^*\nabla on \phi^*E over M, determined uniquely by the condition that \left(\phi^*\nabla\right)_X\left(\phi^*s\right) = \phi^*\left(\nabla_ s\right).


See also

*
Pushforward (differential) In differential geometry, pushforward is a linear approximation of smooth maps (formulating manifold) on tangent spaces. Suppose that \varphi\colon M\to N is a smooth map between smooth manifolds; then the differential of \varphi at a point x, ...
* Pullback bundle *
Pullback (category theory) In category theory, a branch of mathematics, a pullback (also called a fiber product, fibre product, fibered product or Cartesian square) is the limit (category theory), limit of a diagram (category theory), diagram consisting of two morphisms ...


References

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