-Tensor
Let be a real vector space. A -tensor on is a multilinear function
The vector space of -tensors on is denoted .
Tensor Product Basis
Let be a basis for , and let be the dual basis. Then the -fold tensor products
form a basis for . Hence .
Alternating Tensor
A -tensor on is alternating if interchanging any two arguments changes its sign. The vector space of alternating -tensors on is denoted .
Wedge Product
Wedge Product Properties
The wedge product is bilinear, associative, and graded-commutative:
for and .
Alternating Tensor Basis
If is a basis for and is its dual basis, then the elements
form a basis for . Hence
Orientation of a Vector Space
An orientation of an -dimensional real vector space is one of the two classes of ordered bases, where two ordered bases are equivalent if the change-of-basis determinant between them is positive.
Volume Element of an Oriented Inner Product Space
If is an oriented -dimensional inner product space, its volume element is the unique alternating tensor such that
for every positively oriented orthonormal basis .
Vector Field on an Open Set
Differential Form on an Open Set
A -form on an open set assigns to each an alternating -tensor on the tangent space . In coordinates, a -form can be written
Pullback of a Form
If is differentiable and is a -form on , then the pullback is the -form on defined by
Exterior Derivative
If
then its exterior derivative is
Exterior Derivative Properties
If is a -form and is a form, then
Also,
Closed and Exact Forms
A form is closed if its exterior derivative satisfies . It is exact if there is a form such that
Every exact form is closed.
Singular Cube
A singular -cube in a set is a differentiable map
Singular Chain
A singular -chain in is a finite formal integer combination
of singular -cubes in .
Boundary of a Singular Cube
For a singular -cube , let denote the -cube obtained by setting the -th coordinate equal to . The boundary of is
This extends linearly to chains.
Boundary Squared is Zero
If is a singular chain, then
Integral of a Form over a Chain
If is a -form on and is a singular -cube in , define the integral using the pullback
For a chain , define
Stokes' Theorem for Chains
If is a -form on an open set , and is a singular -chain in , then