Exterior calculus identities

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This article summarizes several identities in exterior calculus.[1][2][3][4][5]

Notation

The following summarizes short definitions and notations that are used in this article.

Manifold

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

pM, qN denote one point on each of the manifolds.

The boundary of a manifold M is a manifold M, which has dimension n1. An orientation on M induces an orientation on M.

We usually denote a submanifold by ΣM.

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,ZΓ(TM) such that at a point pM we have X|p,Y|p,Z|pTpM. Sections of the cotangent bundle, also known as differential 1-forms (or covector fields), are typically denoted as α,βΓ(T*M) such that at a point pM we have α|p,β|pTp*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 0k, l, mn we usually write αΩk(M), βΩl(M), γΩm(M).

0-forms fΩ0(M) are just scalar functions C(M) on M. 𝟏Ω0(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 αΩk(M) we denote omission of the ith entry by writing

α(X0,,X^i,,Xk):=α(X0,,Xi1,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 αΩk(M) and an l-form βΩl(M) produce a (k+l)-form αβΩk+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

(αβ)(X1,,Xk+l)=σS(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 fΩ0(M) along a section XΓ(TM) is a 0-form denoted Xf.

Exterior derivative

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

For a 0-form fΩ0(M) we have d0fΩ1(M) as the 1-form that gives the directional derivative, i.e., for the section XΓ(TM) we have (d0f)(X)=Xf, the directional derivative of f along X.[6]

For 0<kn,[6]

(dkω)(X0,,Xk)=0jk(1)jd0(ω(X0,,X^j,,Xk))(Xj)+0i<jk(1)i+jω([Xi,Xj],X0,,X^i,,X^j,,Xk).

Lie bracket

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

fΩ0(M)[X,Y]f=XYfYXf.

Tangent maps

If ϕ:MN is a smooth map, then dϕ|p:TpMTϕ(p)N defines a tangent map from M to N. It is defined through curves γ on M with derivative γ(0)=XTpM such that

dϕ(X):=(ϕγ).

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

Pull-back

If ϕ:MN is a smooth map, then the pull-back of a k-form αΩk(N) is defined such that for any k-dimensional submanifold ΣM

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 YΓ(TM) is a map ιY:Ωk+1(M)Ωk(M) that effectively substitutes the first input of a (k+1)-form with Y. If αΩk+1(M) and XiΓ(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 AΓ(TM) corresponds to the unique one-form AΩ1(M) such that for all sections XΓ(TM), we have:

A(X)=g(A,X).

A one-form αΩ1(M) corresponds to the unique vector field αΓ(TM) such that for all XΓ(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

(A1A2Ak)=A1A2Ak
(α1α2αk)=α1α2αk.

Hodge star

For an n-manifold M, the Hodge star operator :Ωk(M)Ωnk(M) is a duality mapping taking a k-form αΩk(M) to an (nk)-form (α)Ωnk(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,,Xnk)=α(Xnk+1,,Xn).

Co-differential operator

The co-differential operator δ:Ωk(M)Ωk1(M) on an n dimensional manifold M is defined by

δ:=(1)k1d=(1)nk+n+1d.

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

Oriented manifold

An n-dimensional orientable manifold M is a manifold that can be equipped with a choice of an n-form μΩn(M) that is continuous and nonzero everywhere on M.

Volume form

On an orientable manifold M the canonical choice of a volume form given a metric tensor g and an orientation is 𝐝𝐞𝐭:=|detg|dX1dXn 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 boundary M.

Bilinear form on k-forms

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

α,β|p:=(αβ)|p.

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

α,β:=Mαβ.

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

Lie derivative

We define the Lie derivative :Ωk(M)Ωk(M) through Cartan's magic formula for a given section XΓ(TM) as

X=dιX+ιXd.

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)

αΩk(M) is called...

  • closed if dα=0
  • exact if α=dβ for some βΩk1
  • coclosed if δα=0
  • coexact if α=δβ for some βΩk+1
  • harmonic if closed and coclosed

Cohomology

The k-th cohomology of a manifold M and its exterior derivative operators d0,,dn1 is given by

Hk(M):=ker(dk)im(dk1)

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

[α]=[β]    αβ=dη  for some ηΩk1(M)

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

Dirichlet energy

Given αΩk(M), its Dirichlet energy is

D(α):=12dα,dα+12δα,δα

Properties

Exterior derivative properties

Σdα=Σα ( Stokes' theorem )
dd=0 ( cochain complex )
d(αβ)=dαβ+(1)kαdβ for αΩk(M), βΩl(M) ( Leibniz rule )
df(X)=Xf for fΩ0(M), XΓ(TM) ( directional derivative )
dα=0 for αΩn(M), dim(M)=n

Exterior product properties

αβ=(1)klβα for αΩk(M), βΩl(M) ( alternating )
(αβ)γ=α(βγ) ( associativity )
(λα)β=λ(αβ) for λ ( compatibility of scalar multiplication )
α(β1+β2)=αβ1+αβ2 ( distributivity over addition )
αα=0 for αΩk(M) when k is odd or rankα1. 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*(αβ)=(ϕ*α)(ϕ*β) ( distributes over )
(ϕ1ϕ2)*=ϕ2*ϕ1* ( contravariant )
ϕ*f=fϕ for fΩ0(N) ( function composition )

Musical isomorphism properties

(X)=X
(α)=α

Interior product properties

ιXιX=0 ( nilpotent )
ιXιY=ιYιX
ιX(αβ)=(ιXα)β+(1)kα(ιXβ) for αΩk(M), βΩl(M) ( Leibniz rule )
ιXα=α(X) for αΩ1(M)
ιXf=0 for fΩ0(M)
ιX(fα)=fιXα for fΩ0(M)

Hodge star properties

(λ1α+λ2β)=λ1(α)+λ2(β) for λ1,λ2 ( linearity )
α=s(1)k(nk)α for αΩk(M), n=dim(M), and s=sign(g) the sign of the metric
(1)=s(1)k(nk) ( inversion )
(fα)=f(α) for fΩ0(M) ( commutative with 0-forms )
α,α=α,α for αΩ1(M) ( Hodge star preserves 1-form norm )
𝟏=𝐝𝐞𝐭 ( Hodge dual of constant function 1 is the volume form )

Co-differential operator properties

δδ=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, Mdαβ=Mαβ+Mαδβ
δf=0 for fΩ0(M)

Lie derivative properties

dX=Xd ( commutative with d )
ιXX=XιX ( commutative with ιX )
X(ιYα)=ι[X,Y]α+ιYXα
X(αβ)=(Xα)β+α(Xβ) ( Leibniz rule )

Exterior calculus identities

ιX(𝟏)=X
ιX(α)=(1)k(Xα) if αΩk(M)
ιX(ϕ*α)=ϕ*(ιdϕ(X)α)
ν,μΩn(M),μ non-zero    fΩ0(M): ν=fμ
XY=g(X,Y)(𝟏) ( bilinear form )
[X,[Y,Z]]+[Y,[Z,X]]+[Z,[X,Y]]=0 ( Jacobi identity )

Dimensions

If n=dimM

dimΩk(M)=(nk) for 0kn
dimΩk(M)=0 for k<0, k>n

If X1,,XnΓ(TM) is a basis, then a basis of Ωk(M) is

{Xσ(1)Xσ(k) : σS(k,n)}

Exterior products

Let α,β,γ,αiΩ1(M) and X,Y,Z,Xi be vector fields.

α(X)=det[α(X)]
(αβ)(X,Y)=det[α(X)α(Y)β(X)β(Y)]
(αβγ)(X,Y,Z)=det[α(X)α(Y)α(Z)β(X)β(Y)β(Z)γ(X)γ(Y)γ(Z)]
(α1αl)(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)kιXα=(Xα) ( interior product ιX dual to wedge X )
(ιXα)β=α(Xβ) for αΩk+1(M),βΩk(M)

If |X|=1, αΩk(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:=(id𝐭) extracts the normal component of the boundary.

Sum expressions

(dα)(X0,,Xk)=0jk(1)jd(α(X0,,X^j,,Xk))(Xj)+0i<jk(1)i+jα([Xi,Xj],X0,,X^i,,X^j,,Xk)
(dα)(X1,,Xk)=i=1k(1)i+1(Xiα)(X1,,X^i,,Xk)
(δα)(X1,,Xk1)=i=1n(ιEi(Eiα))(X1,,X^i,,Xk) given a positively oriented orthonormal frame E1,,En.
(Yα)(X1,,Xk)=(Yα)(X1,,Xk)i=1kα(X1,,XiY,,Xk)

Hodge decomposition

If M=, ωΩk(M)αΩk1, βΩk+1, γΩk(M), dγ=0, δγ=0 such that[citation needed]

ω=dα+δβ+γ

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

Relations to vector calculus

Identities in Euclidean 3-space

Let Euclidean metric g(X,Y):=X,Y=XY.

We use =(x,y,z) differential operator 3

ιXα=g(X,α)=Xα for αΩ1(M).
𝐝𝐞𝐭(X,Y,Z)=X,Y×Z=X×Y,Z ( scalar triple product )
X×Y=((XY)) ( cross product )
ιXα=(X×A) if αΩ2(M), A=(α)
XY=(XY) ( scalar product )
f=(df) ( gradient )
Xf=df(X) ( directional derivative )
X=dX=δX ( divergence )
×X=(dX) ( curl )
X,Nσ=X where N is the unit normal vector of M and σ=ιN𝐝𝐞𝐭 is the area form on M.
ΣdX=ΣX=ΣX,Nσ ( divergence theorem )

Lie derivatives

Xf=Xf ( 0-forms )
Xα=(Xα)+g(α,X) ( 1-forms )
Xβ=(XBBX+(divX)B) if B=(β) ( 2-forms on 3-manifolds )
Xρ=dq(X)+(divX)q if ρ=qΩ0(M) ( n-forms )
X(𝐝𝐞𝐭)=(div(X))𝐝𝐞𝐭

References

  1. Crane, Keenan; de Goes, Fernando; Desbrun, Mathieu; Schröder, Peter (21 July 2013). "Digital geometry processing with discrete exterior calculus". ACM SIGGRAPH 2013 Courses. pp. 1–126. doi:10.1145/2504435.2504442. ISBN 9781450323390. 
  2. Schwarz, Günter (1995). Hodge Decomposition – A Method for Solving Boundary Value Problems. Springer. ISBN 978-3-540-49403-4. 
  3. Cartan, Henri (26 May 2006). Differential forms (Dover ed.). Dover Publications. ISBN 978-0486450100. 
  4. Bott, Raoul; Tu, Loring W. (16 May 1995). Differential forms in algebraic topology. Springer. ISBN 978-0387906133. 
  5. Abraham, Ralph; J.E., Marsden; Ratiu, Tudor (6 December 2012). Manifolds, tensor analysis, and applications (2nd ed.). Springer-Verlag. ISBN 978-1-4612-1029-0. 
  6. 6.0 6.1 Tu, Loring W. (2011). An introduction to manifolds (2nd ed.). New York: Springer. pp. 34, 233. ISBN 9781441974006. OCLC 682907530.