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Exterior derivative

 

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Exterior derivative



 
 
In differential geometry, the exterior derivative extends the concept of the differential
Differential (calculus)

In calculus, a differential is traditionally an infinitesimally small change in a variable. For example, if x is a variable, then a change in the value of x is often denoted ?x ....
 of a function, which is a form of degree zero, to differential form
Differential form

In the mathematics fields of differential geometry and tensor calculus, differential forms are an approach to multivariable calculus that is independent of coordinates....
s of higher degree. Its current form was invented by Élie Cartan
Élie Cartan

?lie Joseph Cartan was an influential France mathematician, who did fundamental work in the theory of Lie groups and their geometric applications....
.

The exterior derivative d has the property that d2 = 0 and is the differential
Differential

Differential may refer to:...
 (coboundary) used to define de Rham
De Rham cohomology

In mathematics, de Rham cohomology is a tool belonging both to algebraic topology and to differential topology, capable of expressing basic topological information about smooth manifolds in a form particularly adapted to computation and the concrete representation of cohomology classes....
 (and Alexander-Spanier
Alexander-Spanier cohomology

In mathematics, particularly in algebraic topology Alexander-Spanier cohomology is a cohomology theory arising from differential forms with compact support on a manifold....
) cohomology on forms. Integration of forms gives a natural homomorphism from the de Rham cohomology to the singular cohomology of a smooth manifold.






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Encyclopedia


In differential geometry, the exterior derivative extends the concept of the differential
Differential (calculus)

In calculus, a differential is traditionally an infinitesimally small change in a variable. For example, if x is a variable, then a change in the value of x is often denoted ?x ....
 of a function, which is a form of degree zero, to differential form
Differential form

In the mathematics fields of differential geometry and tensor calculus, differential forms are an approach to multivariable calculus that is independent of coordinates....
s of higher degree. Its current form was invented by Élie Cartan
Élie Cartan

?lie Joseph Cartan was an influential France mathematician, who did fundamental work in the theory of Lie groups and their geometric applications....
.

The exterior derivative d has the property that d2 = 0 and is the differential
Differential

Differential may refer to:...
 (coboundary) used to define de Rham
De Rham cohomology

In mathematics, de Rham cohomology is a tool belonging both to algebraic topology and to differential topology, capable of expressing basic topological information about smooth manifolds in a form particularly adapted to computation and the concrete representation of cohomology classes....
 (and Alexander-Spanier
Alexander-Spanier cohomology

In mathematics, particularly in algebraic topology Alexander-Spanier cohomology is a cohomology theory arising from differential forms with compact support on a manifold....
) cohomology on forms. Integration of forms gives a natural homomorphism from the de Rham cohomology to the singular cohomology of a smooth manifold. The theorem of de Rham shows that this map is actually an isomorphism. In this sense, the exterior derivative is the "dual" of the boundary map on singular simplices.

Definition


The exterior derivative of a differential form of degree k is a differential form of degree k + 1. There are a variety of equivalent definitions of the exterior derivative.

Exterior derivative of a function If ƒ is a smooth function, then the exterior derivative of ƒ is its differential of ƒ. That is, is the unique one form such that for every smooth vector field
Vector field

In mathematics a vector field is a construction in vector calculus which associates a vector to every point in a Euclidean space.Vector fields are often used in physics to model, for example, the speed and direction of a moving fluid throughout space, or the strength and direction of some force, such as the magnetic field or gravity for...
 X, Thus the exterior derivative of a function (or 0-form) is a one-form.

Exterior derivative of a k-form The exterior derivative is defined to be the unique R-linear mapping from k-forms to (k+1)-forms satisfying the following properties:

  1. is the differential of ƒ for smooth functions ƒ.
  2. for any smooth function ƒ.
  3. where α is a p-form. That is to say, d is a derivation of degree 1 on the exterior algebra
    Exterior algebra

    In mathematics, the exterior product or wedge product of vectors is an algebraic construction generalizing certain features of the cross product to higher dimensions....
     of differential forms.


The second defining property holds in more generality: in fact, for any k-form α. This is part of the Poincaré lemma. The third defining property implies as a special case that if ƒ is a function and α a k-form, then because functions are forms of degree 0.

Exterior derivative in local coordinates Alternatively, one can work entirely in a local coordinate system (x1,…,xn). First, the coordinate differentials dx1,…,dxn form a basic set of one-forms within the coordinate chart. Given a multi-index with the exterior derivative of a k-form



where

over Rn is defined as



For general k-forms ω = ΣI fI dxI (where the components of the multi-index I run over all the values in ), the definition of the exterior derivative is extended linear
Linear

The word linear comes from the Latin word linearis, which means created by lines.In mathematics, a linear map or function f is a function which satisfies the following two properties......
ly. Note that whenever is one of the components of the multi-index then (see wedge product).

The definition of the exterior derivative in local coordinates follows from the preceding definition. Indeed, if , then we have here interpreted fI as a zero-form, and then applied the properties of the exterior derivative.

Invariant formula

Alternatively, an explicit formula can be given for the exterior derivative of a k-form ω, when paired with k+1 arbitrary smooth vector field
Vector field

In mathematics a vector field is a construction in vector calculus which associates a vector to every point in a Euclidean space.Vector fields are often used in physics to model, for example, the speed and direction of a moving fluid throughout space, or the strength and direction of some force, such as the magnetic field or gravity for...
s V0,V1, …, Vk:



where denotes Lie bracket
Lie bracket of vector fields

In the mathematical field of differential topology, the Lie bracket of vector fields or Jacobi–Lie bracket is a bilinear differential operator which assigns, to any two vector fields X and Y on a smooth manifold M, a third vector field denoted [X, Y]....
 and the hat denotes the omission of that element:

In particular, for 1-forms we have:

Examples


1 Consider over a 1-form basis . The exterior derivative is:



The last formula follows easily from the properties of the wedge product.

2 For a 1-form on R2 we have, by applying the above formula to each term (consider and in the following sum),



Further properties


Closed and exact forms Differential forms in the kernel
Kernel (algebra)

In the various branches of mathematics that fall under the heading of abstract algebra, the kernel of a homomorphism measures the degree to which the homomorphism fails to be injective....
 of d are said to be closed forms. The image
Image (mathematics)

In mathematics, the image of a set under a given function is the set of all possible function outputs when taking each element of the set, successively, as the function's argument....
 of d is said to consist of exact forms (cf. exact differential
Exact differential

In mathematics, a differential dQ is said to be exact, as contrasted with an inexact differential, if the differentiable function Q exists....
s
). It is immediate that exact forms are closed. Closed and exact forms are related, because of the identity for any k-form α. This implies that every exact form is closed. The converse is true only in contractable regions, by the Poincaré lemma.

Naturality The exterior derivative is natural. If f: M ? N is a smooth map and Ok is the contravariant smooth functor
Functor

In category theory, a branch of mathematics, a functor is a special type of mapping between categories. Functors can be thought of as morphisms in the category of small categories....
 that assigns to each manifold the space of k-forms on the manifold, then the following diagram commutes
Exteriorderivnatural
so d(f*?) = f*d?, where f* denotes the pullback of f. This follows from that f*?(·), by definition, is ?(f*(·)), f* being the pushforward of f. Thus d is a natural transformation
Natural transformation

In category theory, a branch of mathematics, a natural transformation provides a way of transforming one functor into another while respecting the internal structure of the categories involved....
 from Ok to Ok+1.

The exterior derivative in calculus


Most vector calculus
Vector calculus

Vector calculus is a branch of mathematics concerned with derivative and integral of vector fields. The term "vector calculus" is sometimes used as a synonym for the broader subject of multivariable calculus, which includes vector calculus as well as partial derivative and multiple integral....
 operators are special cases of, or have close relationships to, the notion of exterior differentiation.

Gradient
Gradient

In vector calculus, the gradient of a scalar field is a vector field which points in the direction of the greatest rate of increase of the scalar field, and whose magnitude is the greatest rate of change....


A smooth function
Smooth function

In mathematical analysis, a differentiability class is a classification of function according to the properties of their derivatives. Higher order differentiability classes correspond to the existence of more derivatives....
 f: RnR is a 0-form. The exterior derivative of this 0-form is the 1-form

That is, the form df acts on any vector field V by outputting, at each point, the scalar product ⟨ , ⟩ of V with the gradient of f.

The 1-form df is a section of the cotangent bundle
Cotangent bundle

In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold....
, that gives a local linear approximation to f in the cotangent space at each point.

Divergence
Divergence

In vector calculus, the divergence is an operator that measures the magnitude of a vector field's source or sink at a given point; the divergence of a vector field is a scalar....


A vector field V = (v1, v2, . . . vn) on Rn has a corresponding (n-1)-form

(For instance, when n = 3, in three-dimensional space, the 2-form ωV is locally the scalar triple product with V.) The integral of ωV over a hypersurface is the flux
Flux

In the various subfields of physics, there exist two common usages of the term flux, both with rigorous mathematical frameworks.*In the study of transport phenomena , flux is defined as the amount that flows through a unit area per unit time....
 of V over that hypersurface.

The exterior derivative of this (n-1)-form is the n-form

Curl


A vector field V on Rn also has a corresponding 1-form

,

Locally, ηV is the dot product with V. The integral of ηV along a path is the work
Mechanical work

In physics, mechanical work is the amount of energy transferred by a force acting through a distance. Like energy, it is a scalar quantity, with SI of joules....
 done against -V along that path.

When n = 3, in three-dimensional space, the exterior derivative of the 1-form ηV is the 2-form

Invariant formulations of grad, curl, and div


The three operators above can be written in coordinate-free notation as follows:



where is the Hodge star operator
Hodge dual

In mathematics, the Hodge star operator or Hodge dual is a significant linear map introduced in general by W. V. D. Hodge. It is defined on the exterior algebra of a finite-dimensional orientation inner product space....
 and and are the musical isomorphisms
Musical isomorphism

In mathematics, the musical isomorphism is an isomorphism between the tangent bundle TM and the cotangent bundle of a Riemannian manifold given by its Riemannian metric....
.

See also

  • Exterior covariant derivative
    Connection form

    In mathematics, and specifically differential geometry, a connection form is a manner of organizing the data of a connection using the language of moving frames and differential forms....
  • Discrete exterior calculus
    Discrete exterior calculus

    In mathematics, the discrete exterior calculus or finite element exterior calculus is the extension to the method of finite element analysis of the exterior algebra of differentiable manifolds....
  • Green's theorem
    Green's theorem

    In physics and mathematics, Green's theorem gives the relationship between a line integral around a simple closed curve C and a double integral over the plane region D bounded by C....
  • Lie derivative
    Lie derivative

    In mathematics, the Lie derivative, named after Sophus Lie by Wladyslaw Slebodzinski, evaluates the change of one vector field along the flow of another vector field....
  • Stokes' theorem
    Stokes' theorem

    In differential geometry, Stokes' theorem is a statement about the integral of differential forms which generalizes several theorems from vector calculus....