Let
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
and
. 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
(the
linear space of
sections of the
cotangent bundle) to the space of 1-forms on
. This linear map is known as the pullback (by
), and is frequently denoted by
. 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
may be pulled back to
using
.
When the map
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
to
or vice versa. In particular, if
is a diffeomorphism between open subsets of
and
, 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
), 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
be a smooth map between (smooth) manifolds
and
, and suppose
is a smooth function on
. Then the pullback of
by
is the smooth function
on
defined by
. Similarly, if
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 ...
in
, then the same formula defines a smooth function on the open set
. (In the language of
sheaves, pullback defines a morphism from the
sheaf of smooth functions on
to the
direct image by
of the sheaf of smooth functions on
.)
More generally, if
is a smooth map from
to any other manifold
, then
is a smooth map from
to
.
Pullback of bundles and sections
If
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
and
is a smooth map, then the
pullback bundle is a vector bundle (or
fiber bundle) over
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
in
is given by
.
In this situation, precomposition defines a pullback operation on sections of
: if
is a
section of
over
, then the
pullback section is a section of
over
.
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
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
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:
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
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
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
, written
,
, or
, is a
vector bundle morphism (over
) 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 ...
of
to the
pullback bundle . 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
is therefore a bundle map from
to
, the
cotangent bundle of
.
Now suppose that
is a
section of
(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
), and precompose
with
to obtain a
pullback section of
. Applying the above bundle map (pointwise) to this section yields the pullback of
by
, which is the 1-form
on
defined by
for
in
and
in
.
Pullback of (covariant) tensor fields
The construction of the previous section generalizes immediately to
tensor bundles of rank
for any natural number
: a
tensor field on a manifold
is a section of the tensor bundle on
whose fiber at
in
is the space of multilinear
-forms
By taking
equal to the (pointwise) differential of a smooth map
from
to
, the pullback of multilinear forms can be combined with the pullback of sections to yield a pullback
tensor field on
. More precisely if
is a
-tensor field on
, then the pullback of
by
is the
-tensor field
on
defined by
for
in
and
in
.
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
is a differential
-form, i.e., a section of the
exterior bundle of (fiberwise) alternating
-forms on
, then the pullback of
is the differential
-form on
defined by the same formula as in the previous section:
for
in
and
in
.
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
and
on
,
# 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 ...
: if
is a differential form on
then
Pullback by diffeomorphisms
When the map
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
can be inverted to give
A general mixed tensor field will then transform using
and
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
and
. When
, 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
. 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
is a diffeomorphism from a manifold
to itself. In this case the derivative
is a section of
. 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 ...
of
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 ...
(where
).
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
, 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 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
over
and
is a smooth map from
to
, then there is a pullback connection
on
over
, determined uniquely by the condition that
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