Exterior calculus identities

Summary

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

Notation edit

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

Manifold edit

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

 ,   denote one point on each of the manifolds.

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

We usually denote a submanifold by  .

Tangent and cotangent bundles edit

 ,   denote the tangent bundle and cotangent bundle, respectively, of the smooth manifold  .

 ,   denote the tangent spaces of  ,   at the points  ,  , respectively.   denotes the cotangent space of   at the point  .

Sections of the tangent bundles, also known as vector fields, are typically denoted as   such that at a point   we have  . Sections of the cotangent bundle, also known as differential 1-forms (or covector fields), are typically denoted as   such that at a point   we have  . An alternative notation for   is  .

Differential k-forms edit

Differential  -forms, which we refer to simply as  -forms here, are differential forms defined on  . We denote the set of all  -forms as  . For   we usually write  ,  ,  .

 -forms   are just scalar functions   on  .   denotes the constant  -form equal to   everywhere.

Omitted elements of a sequence edit

When we are given   inputs   and a  -form   we denote omission of the  th entry by writing

 

Exterior product edit

The exterior product is also known as the wedge product. It is denoted by  . The exterior product of a  -form   and an  -form   produce a  -form  . It can be written using the set   of all permutations   of   such that   as

 

Directional derivative edit

The directional derivative of a 0-form   along a section   is a 0-form denoted  

Exterior derivative edit

The exterior derivative   is defined for all  . We generally omit the subscript when it is clear from the context.

For a  -form   we have   as the  -form that gives the directional derivative, i.e., for the section   we have  , the directional derivative of   along  .[6]

For  ,[6]

 

Lie bracket edit

The Lie bracket of sections   is defined as the unique section   that satisfies

 

Tangent maps edit

If   is a smooth map, then   defines a tangent map from   to  . It is defined through curves   on   with derivative   such that

 

Note that   is a  -form with values in  .

Pull-back edit

If   is a smooth map, then the pull-back of a  -form   is defined such that for any  -dimensional submanifold  

 

The pull-back can also be expressed as

 

Interior product edit

Also known as the interior derivative, the interior product given a section   is a map   that effectively substitutes the first input of a  -form with  . If   and   then

 

Metric tensor edit

Given a nondegenerate bilinear form   on each   that is continuous on  , the manifold becomes a pseudo-Riemannian manifold. We denote the metric tensor  , defined pointwise by  . We call   the signature of the metric. A Riemannian manifold has  , whereas Minkowski space has  .

Musical isomorphisms edit

The metric tensor   induces duality mappings between vector fields and one-forms: these are the musical isomorphisms flat   and sharp  . A section   corresponds to the unique one-form   such that for all sections  , we have:

 

A one-form   corresponds to the unique vector field   such that for all  , we have:

 

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

 
 

Hodge star edit

For an n-manifold M, the Hodge star operator   is a duality mapping taking a  -form   to an  -form  .

It can be defined in terms of an oriented frame   for  , orthonormal with respect to the given metric tensor  :

 

Co-differential operator edit

The co-differential operator   on an   dimensional manifold   is defined by

 

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

Oriented manifold edit

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

Volume form edit

On an orientable manifold   the canonical choice of a volume form given a metric tensor   and an orientation is   for any basis   ordered to match the orientation.

Area form edit

Given a volume form   and a unit normal vector   we can also define an area form   on the boundary  

Bilinear form on k-forms edit

A generalization of the metric tensor, the symmetric bilinear form between two  -forms  , is defined pointwise on   by

 

The  -bilinear form for the space of  -forms   is defined by

 

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

Lie derivative edit

We define the Lie derivative   through Cartan's magic formula for a given section   as

 

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

Laplace–Beltrami operator edit

The Laplacian   is defined as  .

Important definitions edit

Definitions on Ωk(M) edit

  is called...

  • closed if  
  • exact if   for some  
  • coclosed if  
  • coexact if   for some  
  • harmonic if closed and coclosed

Cohomology edit

The  -th cohomology of a manifold   and its exterior derivative operators   is given by

 

Two closed  -forms   are in the same cohomology class if their difference is an exact form i.e.

 

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

Dirichlet energy edit

Given  , its Dirichlet energy is

 

Properties edit

Exterior derivative properties edit

  ( Stokes' theorem )
  ( cochain complex )
  for   ( Leibniz rule )
  for   ( directional derivative )
  for  

Exterior product properties edit

  for   ( alternating )
  ( associativity )
  for   ( compatibility of scalar multiplication )
  ( distributivity over addition )
  for   when   is odd or  . The rank of a  -form   means the minimum number of monomial terms (exterior products of one-forms) that must be summed to produce  .

Pull-back properties edit

  ( commutative with   )
  ( distributes over   )
  ( contravariant )
  for   ( function composition )

Musical isomorphism properties edit

 
 

Interior product properties edit

  ( nilpotent )
 
  for   ( Leibniz rule )
  for  
  for  
  for  

Hodge star properties edit

  for   ( linearity )
  for  ,  , and   the sign of the metric
  ( inversion )
  for   ( commutative with  -forms )
  for   ( Hodge star preserves  -form norm )
  ( Hodge dual of constant function 1 is the volume form )

Co-differential operator properties edit

  ( nilpotent )
  and   ( Hodge adjoint to   )
  if   (   adjoint to   )
In general,  
  for  

Lie derivative properties edit

  ( commutative with   )
  ( commutative with   )
 
  ( Leibniz rule )

Exterior calculus identities edit

 
  if  
 
 
  ( bilinear form )
  ( Jacobi identity )

Dimensions edit

If  

  for  
  for  

If   is a basis, then a basis of   is

 

Exterior products edit

Let   and   be vector fields.

 
 
 
 

Projection and rejection edit

  ( interior product   dual to wedge   )
  for  

If  , then

  •   is the projection of   onto the orthogonal complement of  .
  •   is the rejection of  , the remainder of the projection.
  • thus   ( projection–rejection decomposition )

Given the boundary   with unit normal vector  

  •   extracts the tangential component of the boundary.
  •   extracts the normal component of the boundary.

Sum expressions edit

 
 
  given a positively oriented orthonormal frame  .
 

Hodge decomposition edit

If  ,   such that[citation needed]

 

Poincaré lemma edit

If a boundaryless manifold   has trivial cohomology  , then any closed   is exact. This is the case if M is contractible.

Relations to vector calculus edit

Identities in Euclidean 3-space edit

Let Euclidean metric  .

We use   differential operator  

  for  .
  ( scalar triple product )
  ( cross product )
  if  
  ( scalar product )
  ( gradient )
  ( directional derivative )
  ( divergence )
  ( curl )
  where   is the unit normal vector of   and   is the area form on  .
  ( divergence theorem )

Lie derivatives edit

  (  -forms )
  (  -forms )
  if   (  -forms on  -manifolds )
  if   (  -forms )
 

References edit

  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. S2CID 168676.
  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. ^ a b Tu, Loring W. (2011). An introduction to manifolds (2nd ed.). New York: Springer. pp. 34, 233. ISBN 9781441974006. OCLC 682907530.