Exterior calculus identities

From testwiki
Jump to navigation Jump to search

Template:Short description This article summarizes several identities in exterior calculus, a mathematical calculus used in differential geometry.[1][2][3][4][5]

Notation

The following notation is used in this article.

Manifold

M, N are n-dimensional smooth manifolds, where n∈ℕ. That is, differentiable manifolds that can be differentiated enough times for the purposes on this page.

p∈M, q∈N denote one point on each of the manifolds.

The boundary of a manifold M is a manifold ∂M, which has dimension n−1. An orientation on M induces an orientation on ∂M.

We usually denote a submanifold by Σ⊂M.

Tangent and cotangent bundles

TM, T∗M denote the tangent bundle and cotangent bundle, respectively, of the smooth manifold M.

TpM, TqN denote the tangent spaces of M, N at the points p, q, respectively. Tp∗M denotes the cotangent space of M at the point p.

Sections of the tangent bundles, also known as vector fields, are typically denoted as X,Y,Z∈Γ(TM) such that at a point p∈M we have X|p,Y|p,Z|p∈TpM. Sections of the cotangent bundle, also known as differential 1-forms (or covector fields), are typically denoted as α,β∈Γ(T∗M) such that at a point p∈M we have α|p,β|p∈Tp∗M. An alternative notation for Γ(T∗M) is Ω1(M).

Differential k-forms

Differential k-forms, which we refer to simply as k-forms here, are differential forms defined on TM. We denote the set of all k-forms as Ωk(M). For 0≤k, l, m≤n we usually write α∈Ωk(M), β∈Ωl(M), γ∈Ωm(M).

0-forms f∈Ω0(M) are just scalar functions C∞(M) on M. 𝟏∈Ω0(M) denotes the constant 0-form equal to 1 everywhere.

Omitted elements of a sequence

When we are given (k+1) inputs X0,…,Xk and a k-form α∈Ωk(M) we denote omission of the ith entry by writing

α(X0,…,X̂i,…,Xk):=α(X0,…,Xi−1,Xi+1,…,Xk).

Exterior product

The exterior product is also known as the wedge product. It is denoted by ∧:Ωk(M)×Ωl(M)→Ωk+l(M). The exterior product of a k-form α∈Ωk(M) and an l-form β∈Ωl(M) produce a (k+l)-form α∧β∈Ωk+l(M). It can be written using the set S(k,k+l) of all permutations σ of {1,…,n} such that σ(1)<…<σ(k), σ(k+1)<…<σ(k+l) as

(α∧β)(X1,…,Xk+l)=∑σ∈S(k,k+l)sign(σ)α(Xσ(1),…,Xσ(k))⊗β(Xσ(k+1),…,Xσ(k+l)).

Directional derivative

The directional derivative of a 0-form f∈Ω0(M) along a section X∈Γ(TM) is a 0-form denoted ∂Xf.

Exterior derivative

The exterior derivative dk:Ωk(M)→Ωk+1(M) is defined for all 0≤k≤n. We generally omit the subscript when it is clear from the context.

For a 0-form f∈Ω0(M) we have d0f∈Ω1(M) as the 1-form that gives the directional derivative, i.e., for the section X∈Γ(TM) we have (d0f)(X)=∂Xf, the directional derivative of f along X.[6]

For 0<k≤n,[6]

(dkω)(X0,…,Xk)=∑0≤j≤k(−1)jd0(ω(X0,…,X̂j,…,Xk))(Xj)+∑0≤i<j≤k(−1)i+jω([Xi,Xj],X0,…,X̂i,…,X̂j,…,Xk).

Lie bracket

The Lie bracket of sections X,Y∈Γ(TM) is defined as the unique section [X,Y]∈Γ(TM) that satisfies

∀f∈Ω0(M)⇒∂[X,Y]f=∂X∂Yf−∂Y∂Xf.

Tangent maps

If ϕ:M→N is a smooth map, then dϕ|p:TpM→Tϕ(p)N defines a tangent map from M to N. It is defined through curves γ on M with derivative γ′(0)=X∈TpM such that

dϕ(X):=(ϕ∘γ)′.

Note that ϕ is a 0-form with values in N.

Pull-back

If ϕ:M→N is a smooth map, then the pull-back of a k-form α∈Ωk(N) is defined such that for any k-dimensional submanifold Σ⊂M

∫Σϕ∗α=∫ϕ(Σ)α.

The pull-back can also be expressed as

(ϕ∗α)(X1,…,Xk)=α(dϕ(X1),…,dϕ(Xk)).

Interior product

Also known as the interior derivative, the interior product given a section Y∈Γ(TM) is a map ιY:Ωk+1(M)→Ωk(M) that effectively substitutes the first input of a (k+1)-form with Y. If α∈Ωk+1(M) and Xi∈Γ(TM) then

(ιYα)(X1,…,Xk)=α(Y,X1,…,Xk).

Metric tensor

Given a nondegenerate bilinear form gp(⋅,⋅) on each TpM that is continuous on M, the manifold becomes a pseudo-Riemannian manifold. We denote the metric tensor g, defined pointwise by g(X,Y)|p=gp(X|p,Y|p). We call s=sign⁡(g) the signature of the metric. A Riemannian manifold has s=1, whereas Minkowski space has s=−1.

Musical isomorphisms

The metric tensor g(⋅,⋅) induces duality mappings between vector fields and one-forms: these are the musical isomorphisms flat ♭ and sharp ♯. A section A∈Γ(TM) corresponds to the unique one-form A♭∈Ω1(M) such that for all sections X∈Γ(TM), we have:

A♭(X)=g(A,X).

A one-form α∈Ω1(M) corresponds to the unique vector field α♯∈Γ(TM) such that for all X∈Γ(TM), we have:

α(X)=g(α♯,X).

These mappings extend via multilinearity to mappings from k-vector fields to k-forms and k-forms to k-vector fields through

(A1∧A2∧⋯∧Ak)♭=A1♭∧A2♭∧⋯∧Ak♭
(α1∧α2∧⋯∧αk)♯=α1♯∧α2♯∧⋯∧αk♯.

Hodge star

For an n-manifold M, the Hodge star operator ⋆:Ωk(M)→Ωn−k(M) is a duality mapping taking a k-form α∈Ωk(M) to an (n−k)-form (⋆α)∈Ωn−k(M).

It can be defined in terms of an oriented frame (X1,…,Xn) for TM, orthonormal with respect to the given metric tensor g:

(⋆α)(X1,…,Xn−k)=α(Xn−k+1,…,Xn).

Co-differential operator

The co-differential operator δ:Ωk(M)→Ωk−1(M) on an n dimensional manifold M is defined by

δ:=(−1)k⋆−1d⋆=(−1)nk+n+1⋆d⋆.

The Hodge–Dirac operator, d+δ, is a Dirac operator studied in Clifford analysis.

Oriented manifold

An n-dimensional orientable manifold Template:Mvar is a manifold that can be equipped with a choice of an Template:Mvar-form μ∈Ωn(M) that is continuous and nonzero everywhere on Template:Mvar.

Volume form

On an orientable manifold M the canonical choice of a volume form given a metric tensor g and an orientation is 𝐝𝐞𝐭:=|det⁡g|dX1♭∧…∧dXn♭ for any basis dX1,…,dXn ordered to match the orientation.

Area form

Given a volume form 𝐝𝐞𝐭 and a unit normal vector N we can also define an area form σ:=ιN𝐝𝐞𝐭 on the Template:Nowrap

Bilinear form on k-forms

A generalization of the metric tensor, the symmetric bilinear form between two k-forms α,β∈Ωk(M), is defined pointwise on M by

⟨α,β⟩|p:=⋆(α∧⋆β)|p.

The L2-bilinear form for the space of k-forms Ωk(M) is defined by

⟨⟨α,β⟩⟩:=∫Mα∧⋆β.

In the case of a Riemannian manifold, each is an inner product (i.e. is positive-definite).

Lie derivative

We define the Lie derivative ℒ:Ωk(M)→Ωk(M) through Cartan's magic formula for a given section X∈Γ(TM) as

ℒX=d∘ιX+ιX∘d.

It describes the change of a k-form along a flow ϕt associated to the section X.

Laplace–Beltrami operator

The Laplacian Δ:Ωk(M)→Ωk(M) is defined as Δ=−(dδ+δd).

Important definitions

Definitions on Ωk(M)

α∈Ωk(M) is called...

  • closed if dα=0
  • exact if α=dβ for some β∈Ωk−1
  • coclosed if δα=0
  • coexact if α=δβ for some β∈Ωk+1
  • harmonic if closed and coclosed

Cohomology

The k-th cohomology of a manifold M and its exterior derivative operators d0,…,dn−1 is given by

Hk(M):=ker(dk)im(dk−1)

Two closed k-forms α,β∈Ωk(M) are in the same cohomology class if their difference is an exact form i.e.

[α]=[β]  ⟺  α−β=dη  for some η∈Ωk−1(M)

A closed surface of genus g will have 2g generators which are harmonic.

Dirichlet energy

Given α∈Ωk(M), its Dirichlet energy is

ℰD(α):=12⟨⟨dα,dα⟩⟩+12⟨⟨δα,δα⟩⟩

Properties

Exterior derivative properties

∫Σdα=∫∂Σα ( Stokes' theorem )
d∘d=0 ( cochain complex )
d(α∧β)=dα∧β+(−1)kα∧dβ for α∈Ωk(M), β∈Ωl(M) ( Leibniz rule )
df(X)=∂Xf for f∈Ω0(M), X∈Γ(TM) ( directional derivative )
dα=0 for α∈Ωn(M), dim(M)=n

Exterior product properties

α∧β=(−1)klβ∧α for α∈Ωk(M), β∈Ωl(M) ( alternating )
(α∧β)∧γ=α∧(β∧γ) ( associativity )
(λα)∧β=λ(α∧β) for λ∈ℝ ( compatibility of scalar multiplication )
α∧(β1+β2)=α∧β1+α∧β2 ( distributivity over addition )
α∧α=0 for α∈Ωk(M) when k is odd or rank⁡α≤1. The rank of a k-form α means the minimum number of monomial terms (exterior products of one-forms) that must be summed to produce α.

Pull-back properties

d(ϕ∗α)=ϕ∗(dα) ( commutative with d )
ϕ∗(α∧β)=(ϕ∗α)∧(ϕ∗β) ( distributes over ∧ )
(ϕ1∘ϕ2)∗=ϕ2∗ϕ1∗ ( contravariant )
ϕ∗f=f∘ϕ for f∈Ω0(N) ( function composition )

Musical isomorphism properties

(X♭)♯=X
(α♯)♭=α

Interior product properties

ιX∘ιX=0 ( nilpotent )
ιX∘ιY=−ιY∘ιX
ιX(α∧β)=(ιXα)∧β+(−1)kα∧(ιXβ) for α∈Ωk(M), β∈Ωl(M) ( Leibniz rule )
ιXα=α(X) for α∈Ω1(M)
ιXf=0 for f∈Ω0(M)
ιX(fα)=fιXα for f∈Ω0(M)

Hodge star properties

⋆(λ1α+λ2β)=λ1(⋆α)+λ2(⋆β) for λ1,λ2∈ℝ ( linearity )
⋆⋆α=s(−1)k(n−k)α for α∈Ωk(M), n=dim⁡(M), and s=sign⁡(g) the sign of the metric
⋆(−1)=s(−1)k(n−k)⋆ ( inversion )
⋆(fα)=f(⋆α) for f∈Ω0(M) ( commutative with 0-forms )
⟨⟨α,α⟩⟩=⟨⟨⋆α,⋆α⟩⟩ for α∈Ω1(M) ( Hodge star preserves 1-form norm )
⋆𝟏=𝐝𝐞𝐭 ( Hodge dual of constant function 1 is the volume form )

Co-differential operator properties

δ∘δ=0 ( nilpotent )
⋆δ=(−1)kd⋆ and ⋆d=(−1)k+1δ⋆ ( Hodge adjoint to d )
⟨⟨dα,β⟩⟩=⟨⟨α,δβ⟩⟩ if ∂M=0 ( δ adjoint to d )
In general, ∫Mdα∧⋆β=∫∂Mα∧⋆β+∫Mα∧⋆δβ
δf=0 for f∈Ω0(M)

Lie derivative properties

d∘ℒX=ℒX∘d ( commutative with d )
ιX∘ℒX=ℒX∘ιX ( commutative with ιX )
ℒX(ιYα)=ι[X,Y]α+ιYℒXα
ℒX(α∧β)=(ℒXα)∧β+α∧(ℒXβ) ( Leibniz rule )

Exterior calculus identities

ιX(⋆𝟏)=⋆X♭
ιX(⋆α)=(−1)k⋆(X♭∧α) if α∈Ωk(M)
ιX(ϕ∗α)=ϕ∗(ιdϕ(X)α)
ν,μ∈Ωn(M),μ non-zero  ⇒ ∃ f∈Ω0(M): ν=fμ
X♭∧⋆Y♭=g(X,Y)(⋆𝟏) ( bilinear form )
[X,[Y,Z]]+[Y,[Z,X]]+[Z,[X,Y]]=0 ( Jacobi identity )

Dimensions

If n=dim⁡M

dim⁡Ωk(M)=(nk) for 0≤k≤n
dim⁡Ωk(M)=0 for k<0, k>n

If X1,…,Xn∈Γ(TM) is a basis, then a basis of Ωk(M) is

{Xσ(1)♭∧…∧Xσ(k)♭ : σ∈S(k,n)}

Exterior products

Let α,β,γ,αi∈Ω1(M) and X,Y,Z,Xi be vector fields.

α(X)=det⁡[α(X)]
(α∧β)(X,Y)=det⁡[α(X)α(Y)β(X)β(Y)]
(α∧β∧γ)(X,Y,Z)=det⁡[α(X)α(Y)α(Z)β(X)β(Y)β(Z)γ(X)γ(Y)γ(Z)]
(α1∧…∧αl)(X1,…,Xl)=det⁡[α1(X1)α1(X2)…α1(Xl)α2(X1)α2(X2)…α2(Xl)⋮⋮⋱⋮αl(X1)αl(X2)…αl(Xl)]

Projection and rejection

(−1)kιX⋆α=⋆(X♭∧α) ( interior product ιX⋆ dual to wedge X♭∧ )
(ιXα)∧⋆β=α∧⋆(X♭∧β) for α∈Ωk+1(M),β∈Ωk(M)

If |X|=1, α∈Ωk(M), then

  • ιX∘(X♭∧):Ωk(M)→Ωk(M) is the projection of α onto the orthogonal complement of X.
  • (X♭∧)∘ιX:Ωk(M)→Ωk(M) is the rejection of α, the remainder of the projection.
  • thus ιX∘(X♭∧)+(X♭∧)∘ιX=id ( projection–rejection decomposition )

Given the boundary ∂M with unit normal vector N

  • 𝐭:=ιN∘(N♭∧) extracts the tangential component of the boundary.
  • 𝐧:=(id−𝐭) extracts the normal component of the boundary.

Sum expressions

(dα)(X0,…,Xk)=∑0≤j≤k(−1)jd(α(X0,…,X̂j,…,Xk))(Xj)+∑0≤i<j≤k(−1)i+jα([Xi,Xj],X0,…,X̂i,…,X̂j,…,Xk)
(dα)(X1,…,Xk)=∑i=1k(−1)i+1(∇Xiα)(X1,…,X̂i,…,Xk)
(δα)(X1,…,Xk−1)=−∑i=1n(ιEi(∇Eiα))(X1,…,X̂i,…,Xk) given a positively oriented orthonormal frame E1,…,En.
(ℒYα)(X1,…,Xk)=(∇Yα)(X1,…,Xk)−∑i=1kα(X1,…,∇XiY,…,Xk)

Hodge decomposition

Template:See also

If ∂M=∅, ω∈Ωk(M)⇒∃α∈Ωk−1, β∈Ωk+1, γ∈Ωk(M), dγ=0, δγ=0 such thatTemplate:Citation needed

ω=dα+δβ+γ

If a boundaryless manifold M has trivial cohomology Hk(M)={0}, then any closed ω∈Ωk(M) is exact. This is the case if M is contractible.

Relations to vector calculus

Template:See also

Identities in Euclidean 3-space

Let Euclidean metric g(X,Y):=⟨X,Y⟩=X⋅Y.

We use ∇=(∂∂x,∂∂y,∂∂z) differential operator ℝ3

ιXα=g(X,α♯)=X⋅α♯ for α∈Ω1(M).
𝐝𝐞𝐭(X,Y,Z)=⟨X,Y×Z⟩=⟨X×Y,Z⟩ ( scalar triple product )
X×Y=(⋆(X♭∧Y♭))♯ ( cross product )
ιXα=−(X×A)♭ if α∈Ω2(M), A=(⋆α)♯
X⋅Y=⋆(X♭∧⋆Y♭) ( scalar product )
∇f=(df)♯ ( gradient )
X⋅∇f=df(X) ( directional derivative )
∇⋅X=⋆d⋆X♭=−δX♭ ( divergence )
∇×X=(⋆dX♭)♯ ( curl )
⟨X,N⟩σ=⋆X♭ where N is the unit normal vector of ∂M and σ=ιN𝐝𝐞𝐭 is the area form on ∂M.
∫Σd⋆X♭=∫∂Σ⋆X♭=∫∂Σ⟨X,N⟩σ ( divergence theorem )

Lie derivatives

ℒXf=X⋅∇f ( 0-forms )
ℒXα=(∇Xα♯)♭+g(α♯,∇X) ( 1-forms )
⋆ℒXβ=(∇XB−∇BX+(divX)B)♭ if B=(⋆β)♯ ( 2-forms on 3-manifolds )
⋆ℒXρ=dq(X)+(divX)q if ρ=⋆q∈Ω0(M) ( n-forms )
ℒX(𝐝𝐞𝐭)=(div(X))𝐝𝐞𝐭

References

Template:Reflist