ΘρϵηΠατπ

k-Tensor
Let V be a real vector space. A k-tensor on V is a multilinear function T:Vk→ℝ. The vector space of k-tensors on V is denoted 𝒯k(V).
Tensor Product
If S∈𝒯k(V) and T∈𝒯l(V), define the tensor product S⊗T∈𝒯k+l(V) by (S⊗T)(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 φi1⊗⋯⊗φik form a basis for 𝒯k(V). Hence dim⁡𝒯k(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 T∈𝒯k(V), define Alt⁡(T)(v1,…,vk)=1k!∑σ∈Sksgn⁡(σ)T(vσ(1),…,vσ(k)).
Wedge Product
If ω∈Λk(V) and η∈Λl(V), define the wedge product using the alternating operator and tensor product: ω∧η=(k+l)!k!l!Alt⁡(ω⊗η).
Wedge Product Properties
The wedge product is bilinear, associative, and graded-commutative: ω∧η=(−1)klη∧ω for ω∈Λk(V) and η∈Λl(V).
Alternating Tensor Basis
If v1,…,vn is a basis for V and φ1,…,φn is its dual basis, then the elements φi1∧⋯∧φik,i1<⋯<ik, form a basis for Λk(V). Hence dim⁡Λk(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 ω∈Λn(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 A⊆ℝn is a function F assigning to each x∈A a vector F(x)∈ℝxn.
Differential Form on an Open Set
A k-form on an open set A⊆ℝn assigns to each x∈A an alternating k-tensor on the tangent space ℝxn. In coordinates, a k-form can be written ω=∑i1<⋯<ikωi1,…,ikdxi1∧⋯∧dxik.
Pullback of a Form
If f:A→B is differentiable and ω is a k-form on B, then the pullback f∗ω is the k-form on A defined by (f∗ω)(x)(v1,…,vk)=ω(f(x))(Df(x)v1,…,Df(x)vk).
Exterior Derivative
If ω=∑i1<⋯<ikωi1,…,ikdxi1∧⋯∧dxik, then its exterior derivative is dω=∑i1<⋯<ik∑j=1nDjωi1,…,ikdxj∧dxi1∧⋯∧dxik.
Exterior Derivative Properties
If ω is a k-form and η is a form, then d(ω∧η)=dω∧η+(−1)kω∧dη. 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 A⊆ℝn is a differentiable map c:[0,1]k→A.
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 (k−1)-cube obtained by setting the i-th coordinate equal to α∈{0,1}. The boundary of c is ∂c=∑i=1k∑α=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]kc∗ω. For a chain c=∑aici, define ∫cω=∑ai∫ciω.
Stokes' Theorem for Chains
If ω is a (k−1)-form on an open set A⊆ℝn, and c is a singular k-chain in A, then ∫cdω=∫∂cω.