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k-Tensor
Let V be a real vector space. A k-tensor on V is a multilinear function T:Vk. The vector space of k-tensors on V is denoted 𝒯k(V).
Tensor Product
If S𝒯k(V) and T𝒯l(V), define the tensor product ST𝒯k+l(V) by (ST)(v1,,vk+l)=S(v1,,vk)T(vk+1,,vk+l).
Tensor Product Basis
Let v1,,vn be a basis for V, and let φ1,,φn be the dual basis. Then the k-fold tensor products φi1φik form a basis for 𝒯k(V). Hence dim𝒯k(V)=nk.
Alternating Tensor
A k-tensor ω on V is alternating if interchanging any two arguments changes its sign. The vector space of alternating k-tensors on V is denoted Λk(V).
Alternating Operator
If T𝒯k(V), define Alt(T)(v1,,vk)=1k!σSksgn(σ)T(vσ(1),,vσ(k)).
Wedge Product
If ωΛk(V) and ηΛl(V), define the wedge product using the alternating operator and tensor product: ωη=(k+l)!k!l!Alt(ωη).
Wedge Product Properties
The wedge product is bilinear, associative, and graded-commutative: ωη=(1)klηω for ωΛk(V) and ηΛl(V).
Alternating Tensor Basis
If v1,,vn is a basis for V and φ1,,φn is its dual basis, then the elements φi1φik,i1<<ik, form a basis for Λk(V). Hence dimΛk(V)=(nk).
Orientation of a Vector Space
An orientation of an n-dimensional real vector space V 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 V is an oriented n-dimensional inner product space, its volume element is the unique alternating tensor ωΛn(V) such that ω(v1,,vn)=1 for every positively oriented orthonormal basis v1,,vn.
Vector Field on an Open Set
A vector field on an open set An is a function F assigning to each xA a vector F(x)xn.
Differential Form on an Open Set
A k-form on an open set An assigns to each xA an alternating k-tensor on the tangent space xn. In coordinates, a k-form can be written ω=i1<<ikωi1,,ikdxi1dxik.
Pullback of a Form
If f:AB is differentiable and ω is a k-form on B, then the pullback fω is the k-form on A defined by (fω)(x)(v1,,vk)=ω(f(x))(Df(x)v1,,Df(x)vk).
Exterior Derivative
If ω=i1<<ikωi1,,ikdxi1dxik, then its exterior derivative is dω=i1<<ikj=1nDjωi1,,ikdxjdxi1dxik.
Exterior Derivative Properties
If ω is a k-form and η is a form, then d(ωη)=dωη+(1)kωdη. Also, d(dω)=0.
Closed and Exact Forms
A form ω is closed if its exterior derivative satisfies dω=0. It is exact if there is a form η such that ω=dη. Every exact form is closed.
Singular Cube
A singular k-cube in a set An is a differentiable map c:[0,1]kA.
Singular Chain
A singular k-chain in A is a finite formal integer combination c=i=1raici of singular k-cubes ci in A.
Boundary of a Singular Cube
For a singular k-cube c, let c(i,α) denote the (k1)-cube obtained by setting the i-th coordinate equal to α{0,1}. The boundary of c is c=i=1kα=01(1)i+αc(i,α). This extends linearly to chains.
Boundary Squared is Zero
If c is a singular chain, then (c)=0.
Integral of a Form over a Chain
If ω is a k-form on A and c is a singular k-cube in A, define the integral using the pullback cω=[0,1]kcω. For a chain c=aici, define cω=aiciω.
Stokes' Theorem for Chains
If ω is a (k1)-form on an open set An, and c is a singular k-chain in A, then cdω=cω.