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Differentiable manifold

 

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Differentiable manifold



 
 
A differentiable manifold is a type of manifold
Manifold

In mathematics, more specifically topology, a manifold is a topological space in which every point has a neighborhood which "resembles" Euclidean space....
 that is locally similar enough to Euclidean space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 to allow one to do calculus
Calculus

Calculus is a branch of mathematics that includes the study of limit , derivatives, integrals, and infinite series, and constitutes a major part of modern university education....
. This article deals with differentiability in different contexts including: continuously differentiable
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....
, k times differentiable, and holomorphic
Holomorphic function

Holomorphic functions are the central object of study of complex analysis; they are function defined on an open set of the complex number C with values in C that are complex-differentiable at every point....
. Any manifold can be described by a collection of charts
Atlas (topology)

In mathematics, particularly topology, an atlas describes how a manifold is equipped with a differential structure. Each piece is given by a chart ....
, also known as an atlas. One may then apply ideas from calculus while working within the individual charts, since these lie in Euclidean spaces to which the usual rules of calculus apply.






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A differentiable manifold is a type of manifold
Manifold

In mathematics, more specifically topology, a manifold is a topological space in which every point has a neighborhood which "resembles" Euclidean space....
 that is locally similar enough to Euclidean space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 to allow one to do calculus
Calculus

Calculus is a branch of mathematics that includes the study of limit , derivatives, integrals, and infinite series, and constitutes a major part of modern university education....
. This article deals with differentiability in different contexts including: continuously differentiable
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....
, k times differentiable, and holomorphic
Holomorphic function

Holomorphic functions are the central object of study of complex analysis; they are function defined on an open set of the complex number C with values in C that are complex-differentiable at every point....
. Any manifold can be described by a collection of charts
Atlas (topology)

In mathematics, particularly topology, an atlas describes how a manifold is equipped with a differential structure. Each piece is given by a chart ....
, also known as an atlas. One may then apply ideas from calculus while working within the individual charts, since these lie in Euclidean spaces to which the usual rules of calculus apply. If the charts are suitably compatible (namely, the transition from one chart to another is differentiable), then computations done in one chart are valid in any other differentiable chart.

More formally, a differentiable manifold is a topological manifold
Topological manifold

In mathematics, a topological manifold is a Hausdorff space topological space which looks locally like Euclidean space in a sense defined below....
 with a globally defined differential structure
Differential structure

In mathematics, an n-dimensional differential structure on a set M makes it into an n-dimensional differential manifold, which is a Topological manifold with some additional structure that allows us to do differential calculus on the manifold....
. Any topological manifold can be given a differentiable structure locally by using the homeomorphism
Homeomorphism

In the mathematics field of topology, a homeomorphism or topological isomorphism is a continuous function between two topological spaces....
s in its atlas and the standard differential structure on Euclidean space. To induce a global differentiable structure on the local coordinate systems induced by the homeomorphisms their composition
Function composition

In mathematics, a composite function represents the application of one function to the results of another. For instance, the functions and can be composed by first computing a f and then applying a function g to the output of f....
 on chart intersections in the atlas must be differentiable functions on Euclidean space. In other words, where the domains of charts overlap, the coordinates defined by each chart are required to be differentiable with respect to the coordinates defined by every chart in the atlas. The maps that relate the coordinates defined by the various charts to one another are called transition maps.

The ability to induce such a differential structure allows one to extend the definition of differentiability to spaces without global coordinate systems. Specifically, a differentiable structure allows one to define globally differentiable tangent space
Tangent space

In mathematics, the tangent space of a manifold is a concept which facilitates the generalization of vectors from affine spaces to general manifolds, since in the latter case one cannot simply subtract two points to obtain a vector pointing from one to the other....
, differentiable functions, and differentiable tensor
Tensor field

In mathematics, physics and engineering, a tensor field is a very general concept of variable geometric quantity. It is used in differential geometry and the theory of manifolds, in algebraic geometry, in general relativity, in the analysis of stress and strain tensor in materials, and in numerous applications in the physical sciences and en...
 and vector
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...
 fields. Differentiable manifolds are very important in physics
Physics

Physics is the natural science which examines basic concepts such as energy, force, and spacetime and all that derives from these, such as mass, charge, matter and its Motion ....
. Special kinds of differentiable manifolds form the basis for physical theories such as classical mechanics
Classical mechanics

Classical mechanics is used for describing the motion of macroscopic objects, from projectiles to parts of machinery, as well as astronomical objects, such as spacecraft, planets, stars, and galaxies....
, general relativity
General relativity

General relativity or the general theory of relativity is the Geometry Theoretical physics of gravitation published by Albert Einstein in 1916....
, and Yang-Mills theory.
Gauge theory

In physics, gauge theory is a quantum field theory where the Lagrangian is invariant under certain transformations.The transformations form a Lie group which is referred to as the symmetry group or the gauge group of the theory....
  It is possible to develop a calculus for differentiable manifolds. This leads to such mathematical machinery as the exterior calculus.
Exterior derivative

In differential geometry, the exterior derivative extends the concept of the differential of a function, which is a form of degree zero, to differential forms of higher degree....
  The study of calculus on differentiable manifolds is known as differential geometry.
Differential geometry and topology

Differential geometry is a Mathematics discipline that uses the methods of differential calculus to study problems in geometry. The theory of plane and space Differential geometry of curves and of Differential geometry of surfaces in the three-dimensional Euclidean space formed the basis for its initial development in the eighteenth and ninet...


History

The emergence of differential geometry as a distinct discipline is generally credited to Carl Friedrich Gauss
Carl Friedrich Gauss

Johann Carl Friedrich Gauss. was a Germans mathematician and scientist who contributed significantly to many fields, including number theory, statistics, mathematical analysis, Differential geometry and topology, geodesy, electrostatics, astronomy and optics....
 and Bernhard Riemann
Bernhard Riemann

Georg Friedrich Bernhard Riemann was a Germany mathematics who made important contributions to mathematical analysis and differential geometry, some of them paving the way for the later development of general relativity....
. Riemann first described manifolds in his famous habilitation lecture before the faculty at Göttingen. He motivated the idea of a manifold by an intuitive process of varying a given object in a new direction, and presciently described the role of coordinate systems and charts in subsequent formal developments:
Having constructed the notion of a manifoldness of n dimensions, and found that its true character consists in the property that the determination of position in it may be reduced to n determinations of magnitude, ... - B. Riemann


The works of physicists such as James Clerk Maxwell
James Clerk Maxwell

James Clerk Maxwell was a Scotland Mathematical physics. His most significant achievement was the development of the classical electromagnetic theory, synthesizing all previous unrelated observations, experiments and equations of electricity, magnetism and even optics into a consistent theory....
, and mathematicians Gregorio Ricci-Curbastro
Gregorio Ricci-Curbastro

Gregorio Ricci-Curbastro was an Italy mathematician. He was born at Lugo di Romagna. He is most famous as the inventor of the tensor calculus but published important work in many fields....
 and Tullio Levi-Civita
Tullio Levi-Civita

Tullio Levi-Civita was an Italy mathematician, most famous for his work on absolute differential calculus and its applications to the theory of relativity but who also made significant contributions in other areas....
 lead to the development of tensor analysis and the notion of covariance, which identifies an intrinsic geometric property as one that is invariant with respect to coordinate transformation
Coordinate transformation

See:*Coordinate system#Transformations*List of canonical coordinate transformations*Coordinate rotation*Covariance and contravariance*Covariant transformation...
s. These ideas found a key application in Einstein's theory of general relativity
General relativity

General relativity or the general theory of relativity is the Geometry Theoretical physics of gravitation published by Albert Einstein in 1916....
 and its underlying equivalence principle
Equivalence principle

The equivalence principle is one of the fundamental background concepts of the General Theory of Relativity. For the overall context, see General relativity....
. A modern definition of a 2-dimensional manifold was given by Hermann Weyl
Hermann Weyl

Hermann Klaus Hugo Weyl was a Germany mathematician. Although much of his working life was spent in Z?rich, Switzerland and then Princeton, New Jersey, he is associated with the University of G?ttingen tradition of mathematics, represented by David Hilbert and Hermann Minkowski....
 in his 1913 book on Riemann surface
Riemann surface

In mathematics, particularly in complex analysis, a Riemann surface, first studied by and named after Bernhard Riemann, is a one-dimensional complex manifold....
s. The widely accepted general definition of a manifold in terms of an atlas is due to Hassler Whitney
Hassler Whitney

Hassler Whitney was an United States mathematician. He was one of the founders of singularity theory....
.

Definition

A topological manifold is a second countable Hausdorff
Hausdorff space

In topology and related branches of mathematics, a Hausdorff space, separated space or T2 space is a topological space in which distinct points have disjoint neighbourhood ....
 space
Topological space

Topological spaces are mathematical structures that allow the formal definition of concepts such as convergence, connected space, and Continuous function ....
 which is locally homeomorphic to Euclidean space, by a collection (called an atlas) of homeomorphism
Homeomorphism

In the mathematics field of topology, a homeomorphism or topological isomorphism is a continuous function between two topological spaces....
s called charts. The composition of one chart with the inverse
Inverse function

In mathematics, if ƒ is a function from A to B then an inverse function for ƒ is a function in the opposite direction, from B to A, with the property that a round trip from A to B to A returns each element of the initial set to itself....
 of another chart is a function called a transition map, and defines a homeomorphism of an open subset of Euclidean space onto another open subset of Euclidean space.

There are a number of different types of differentiable manifolds, depending on the precise differentiability requirements on the transition functions. Some common examples include the following.

  • A differentiable manifold is a topological manifold equipped with an atlas whose transition maps are all differentiable. More generally a Ck-manifold is a topological manifold with an atlas whose transition maps are all k-times continuously differentiable.


  • A smooth manifold or C8-manifold is a differentiable manifold for which all the transitions maps are smooth
    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....
    . That is derivatives of all orders exist; so it is a Ck-manifold for all k.


  • An analytic manifold, or C?-manifold is a smooth manifold with the additional condition that each transition map is analytic
    Analytic function

    In mathematics, an analytic function is a function that is locally given by a convergent power series. Analytic functions can be thought of as a bridge between polynomials and general functions....
    : the Taylor expansion is absolutely convergent on some open ball.


  • A complex manifold is a topological space modeled on a Euclidean space over the complex field and for which all the transition maps are holomorphic.


These definitions, however, leave out an important feature. They each still involve a preferred choice of atlas. Given a differentiable manifold (in any of the above senses), there is a notion of when two atlases are equivalent. Then, strictly speaking, a differentiable manifold is an equivalence class
Equivalence class

In mathematics, given a Set X and an equivalence relation ~ on X, the equivalence class of an element a in X is the subset of all elements in X which are equivalent to a:...
 of such atlases. (See below.)

Atlases

An atlas
Atlas (topology)

In mathematics, particularly topology, an atlas describes how a manifold is equipped with a differential structure. Each piece is given by a chart ....
 on a topological space X is a collection of pairs called charts, where the Ua are open sets which cover X, and for each index a is a homeomorphism
Homeomorphism

In the mathematics field of topology, a homeomorphism or topological isomorphism is a continuous function between two topological spaces....
 of Ua onto an open subset of n-dimensional Euclidean space. The transition maps of the atlas are the functions

Every topological manifold has an atlas. A Ck-atlas is an atlas for which all transition maps are Ck. A topological manifold has a C0-atlas and generally a Ck-manifold has a Ck-atlas. A continuous atlas is a C0 atlas, a smooth atlas is a C8 atlas and an analytic atlas is a C? atlas. If the atlas is at least C1, it is also called a differentiable structure. An holomorphic atlas is an atlas whose underlying Euclidean space is defined on the complex field and whose transition maps are biholomorphic.

Compatible atlases

Different atlases can give rise to essentially the same manifold. The circle can be mapped by two coordinate charts, but if the domains of these charts are changed slightly a different atlas for the same manifold is obtained. These different atlases can be combined into a bigger atlas. It can happen that the transition maps of such a combined atlas are not as smooth as those of the constituent atlases. If Ck atlases can be combined to form a Ck atlas, then they are called compatible. Compatibility of atlases is an equivalence relation
Equivalence relation

In mathematics, an equivalence relation is, loosely, a binary relation on a Set that specifies how to split up the set into subsets such that every element of the larger set is in exactly one of the subsets....
; by combining all the atlases in an equivalence class
Equivalence class

In mathematics, given a Set X and an equivalence relation ~ on X, the equivalence class of an element a in X is the subset of all elements in X which are equivalent to a:...
, a maximal atlas can be constructed. Each Ck atlas belongs to a unique maximal Ck atlas.

Alternative definitions


Pseudogroups

The notion of a pseudogroup
Pseudogroup

In mathematics, a pseudogroup is an extension of the group concept, but one that grew out of the geometric approach of Sophus Lie, rather than out of abstract algebra ....
 provides a flexible generalization of atlases in order to allow a variety of different structures to be defined on manifolds in a uniform way. A pseudogroup consists of a topological space S and a collection G consisting of homeomorphisms from open subsets of S to other open subsets of S such that
  1. If f ? G, and U is an open subset of the domain of f, then the restriction f|U is also in G.
  2. If f is a homeomorphism from a union of open subsets of S, ?i Ui, to an open subset of S, then f ? G provided f|Ui ? G for every i.
  3. For every open U ? S, the identity transformation of U is in G.
  4. If f ? G, then f-1 ? G.
  5. The composition of two elements of G is in G.
These last three conditions are analogous to the definition of a group
Group (mathematics)

In mathematics, a group is an algebraic structure consisting of a set together with an Binary operation that combines any two of its element to form a third element....
. Note that G need not be a group, however, since the functions are not globally defined on S. For example, the collection of all local Ck diffeomorphisms on Rn form a pseudogroup. All biholomorphisms between open sets in Cn form a pseudogroup. More examples include: orientation preserving maps of Rn, symplectomorphism
Symplectomorphism

In mathematics, a symplectomorphism is an isomorphism in the category of symplectic manifolds....
s, Moebius transformations, affine transformation
Affine transformation

In geometry, an affine transformation or affine map or an affinity between two vector spaces consists of a linear transformation followed by a translation :...
s, and so on. Thus a wide variety of function classes determine pseudogroups.

An atlas (Ui, fi) of homeomorphisms fi from Ui ? M to open subsets of a topological space S is said to be compatible with a pseudogroup G provided that the transition functions fj o fi-1 : fi(Ui n Uj) ? fj(Ui n Uj) are all in G.

A differentiable manifold is then an atlas compatible with the pseudogroup of Ck functions on Rn. A complex manifold is an atlas compatible with the biholomorphic functions on open sets in Cn. And so forth. Thus pseudogroups provide a single framework in which to describe many structures on manifolds of importance to differential geometry and topology.

Structure sheaf

Sometimes it can be useful to use an alternate approach to endow a manifold with a Ck-structure. Here k = 1, 2, ..., 8, or ? for real analytic manifolds. Instead of considering coordinate charts, it is possible to start with functions defined on the manifold itself. The structure sheaf
Sheaf (mathematics)

In mathematics, a sheaf is a tool for systematically tracking locally defined data attached to the open sets of a topological space. The data can be restricted to smaller open sets, and the data assigned to an open set is equivalent to all collections of compatible data assigned to collections of smaller open sets covering the original one....
 of M, denoted Ck, is a sort of 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....
 which defines, for each open set U ? M, an algebra Ck(U) of continuous functions U ? R. A structure sheaf Ck is said to give M the structure of a Ck manifold of dimension n provided that, for any p ? M, there exists a neighborhood U of p and n functions x1,...,xn ? Ck(U) such that the map f = (x1, ..., xn) : U ? Rn is a homeomorphism onto an open set in Rn, and such that Ck|U is the pullback
Pullback

Suppose that f:M? N is a smooth map between smooth manifolds M and N; then there is an associated linear map from the space of 1-forms on N to the space of 1-forms on M....
 of the sheaf of k-times continuously differentiable functions on Rn.

In particular, this latter condition means that any function h in Ck(V), for V, can be written uniquely as h(x) = H(x1(x),...,xn(x)), where H is a k-times differentiable function on f(V) (an open set in Rn). Thus, intuitively, the sheaf-theoretic viewpoint is that the functions on a differentiable manifold can be expressed in local coordinates as differentiable functions on Rn, and a fortiori this is sufficient to characterize the differentiable structure on the manifold.

Sheaves of local rings
A similar, but more technical, approach to defining differentiable manifolds can be formulated using the notion of a ringed space
Ringed space

In mathematics, a ringed space is, intuitively speaking, a space together with a collection of commutative rings, the elements of which are "functions" on each open set of the space....
. This approach is strongly influenced by the theory of schemes
Scheme (mathematics)

In mathematics, a scheme is an important concept connecting the fields of algebraic geometry, commutative algebra and number theory. Schemes were introduced by Alexander Grothendieck so as to broaden the notion of algebraic variety; some consider schemes to be the basic object of study of modern algebraic geometry....
 in algebraic geometry
Algebraic geometry

Algebraic geometry is a branch of mathematics which, as the name suggests, combines techniques of abstract algebra, especially commutative algebra, with the language and the problems of geometry....
, but uses local ring
Local ring

In mathematics, more particularly in abstract algebra, local rings are certain ring that are comparatively simple, and serve to describe what is called "local behaviour", in the sense of functions defined on algebraic variety or manifolds, or of algebraic number fields examined at a particular place , or prime....
s of the germs
Germ (mathematics)

In mathematics, the notion of a germ of an object in/on a topological space captures the local properties of the object. In particular, the objects in question are mostly functions and subsets....
 of differentiable functions. It is especially popular in the context of complex manifolds.

We begin by describing the basic structure sheaf on Rn. If U is an open set in Rn, let
O(U) = Ck(U,R)
consist of all real-valued k-times continuously differentiable functions on U. As U varies, this determines a sheaf of rings on Rn. The stalk Op for p ? Rn consists of germs of functions near p, and is an algebra over R. In particular, this is a local ring
Local ring

In mathematics, more particularly in abstract algebra, local rings are certain ring that are comparatively simple, and serve to describe what is called "local behaviour", in the sense of functions defined on algebraic variety or manifolds, or of algebraic number fields examined at a particular place , or prime....
 whose unique maximal ideal
Maximal ideal

In mathematics, more specifically in ring theory, a maximal ideal is an ideal which is maximal amongst all proper ideals, i.e. which is not contained in any other proper ideal of the ring ....
 consists of those functions which vanish at p. The pair (Rn, O) is an example of a locally ringed space: it is a topological space equipped with a sheaf whose stalks are each local rings.

A differentiable manifold (of class Ck) consists of a pair (M, OM) where M is a topological space, and OM is a sheaf of local R-algebras defined on M, such that the locally ringed space (M,OM) is locally isomorphic to (Rn, O). In this way, differentiable manifolds can be thought of as schemes
Scheme (mathematics)

In mathematics, a scheme is an important concept connecting the fields of algebraic geometry, commutative algebra and number theory. Schemes were introduced by Alexander Grothendieck so as to broaden the notion of algebraic variety; some consider schemes to be the basic object of study of modern algebraic geometry....
 modelled on Rn. This means that, for each point p ? M, there is a neighborhood U of p, and a pair of functions (f,f#) where
  1. f : U ? f(U) ? Rn is a homeomorphism onto an open set in Rn.
  2. f# : O|f(U) ? f* (OM|U) is an isomorphism of sheaves.
  3. The localization of f# is an isomorphism of local rings
f#p : Of(p) ? OM, p.

There are a number of important motivations for studying differentiable manifolds within this abstract framework. First, there is no a priori reason that the model space needs to be Rn. For example (particularly in algebraic geometry
Algebraic geometry

Algebraic geometry is a branch of mathematics which, as the name suggests, combines techniques of abstract algebra, especially commutative algebra, with the language and the problems of geometry....
), one could take this to be the space of complex numbers Cn equipped with the sheaf of holomorphic function
Holomorphic function

Holomorphic functions are the central object of study of complex analysis; they are function defined on an open set of the complex number C with values in C that are complex-differentiable at every point....
s (thus arriving at the spaces of complex analytic geometry
Complex analytic geometry

In mathematics, complex analytic geometry sometimesdenotes the application of complex numbers to plane geometry.Rather than represent a point in the plane as a pair of Cartesian coordinate system, it can be represented as a single complex number, which can be written at will in either rectangular or polar form....
), or the sheaf of polynomial
Polynomial

In mathematics, a polynomial is an expression constructed from variables and constants, using the operations of addition, subtraction, multiplication, and constant non-negative whole number exponents....
s (thus arriving at the spaces of interest in complex algebraic geometry). More generally, this concept can be adapted for any suitable notion of a scheme (see topos theory). Secondly, coordinates are no longer explicitly necessary to the construction. The analog of a coordinate system is the pair (f, f#), but these merely quantify the idea of local isomorphism rather than being central to the discussion (as in the case of charts and atlases). Thirdly, the sheaf OM is not manifestly a sheaf of functions at all. Rather, it emerges as a sheaf of functions as a consequence of the construction (via the quotients of local rings by their maximal ideals). Hence it is a more primitive definition of the structure (see synthetic differential geometry
Synthetic differential geometry

In mathematics, synthetic differential geometry is a reformulation of differential geometry in the language of topos theory. There are several insights that allow for such a reformulation....
).

A final advantage of this approach is that it allows for natural direct descriptions of many of the fundamental objects of study to differential geometry and topology.
  • The cotangent space
    Cotangent space

    In differential geometry, one can attach to every point x of a smooth manifold a vector space called the cotangent space at x. Typically, the cotangent space is defined as the dual space of the tangent space at x, although there are more direct definitions ....
     at a point is Ip/Ip2, where Ip is the maximal ideal of the stalk OM,p.
  • More generally, the entire 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....
     can be obtained by a related technique (see 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....
     for details).
  • Taylor series
    Taylor series

    In mathematics, the Taylor series is a representation of a function as an Series of terms calculated from the values of its derivatives at a single point....
     (and jets
    Jet (mathematics)

    In mathematics, the jet is an operation which takes a differentiable function f and produces a polynomial, the truncated Taylor polynomial of f, at each point of its domain....
    ) can be approached in a coordinate-independent manner using the Ip-adic filtration
    Completion (ring theory)

    In commutative algebra, the term completion refers to several related functors on topological rings and modules. Completion is similar to localization of a ring, and together they are among the most basic tools in analysing commutative rings....
     on OM,p.
  • The tangent bundle
    Tangent bundle

    In mathematics, the tangent bundle of a differentiable manifold M, denoted by T or just TM, is the disjoint unionThe disjoint union assures that for any two points x1 and x2 of manifold M the tangent spaces T1 and T2 have no common vector....
     (or more precisely its sheaf of sections) can be identified with the sheaf of morphisms of OM into the ring of dual numbers.


Differentiable functions

A real valued function f on an m-dimensional differentiable manifold M is called differentiable at a point p ? M if it is differentiable in any coordinate chart defined around p. More precisely, if (U, f) is a chart where U is an open set in M containing p and f : U ? Rn is the map defining the chart, then f is differentiable if and only if
If and only if

If and only if, in logic and fields that rely on it such as mathematics and philosophy, is a biconditional logical connective between statements....
is differentiable at f(p). Ostensibly, the definition of differentiability depends on the choice of chart at p; in general there will be many available charts. However, it follows from the chain rule
Chain rule

In calculus, the chain rule is a formula for the derivative of the functional composition of two function .In intuitive terms, if a variable, y, depends on a second variable, u, which in turn depends on a third variable, x, then the rate of Mathematics#Change of y with respect to x can be computation as the rate of chan...
 applied to the transition functions between one chart and another that if f is differentiable in any particular chart at p, then it is differentiable in all charts at p. Analogous considerations apply to defining Ck functions, smooth functions, and analytic functions.

Differentiation of functions

There are various ways to define the derivative
Derivative

In calculus, a branch of mathematics, the derivative is a measure of how a function changes as its input changes. Loosely speaking, a derivative can be thought of as how much a quantity is changing at a given point....
 of a function on a differentiable manifold, the most fundamental of which is the directional derivative
Directional derivative

In mathematics, the directional derivative of a multivariate differentiable function along a given vector V at a given point P intuitively represents the instantaneous rate of change of the function, moving through P, in the direction of V....
. The definition of the directional derivative is complicated by the fact that a manifold will lack a suitable affine
Affine space

In mathematics, an affine space is a geometric structure that generalizes the affine geometry properties of Euclidean space. It can be thought of informally as a vector space where one has forgotten which point is the origin....
 structure with which to define vectors. The directional derivative therefore looks at curves in the manifold instead of vectors.

Directional differentiation

Given a real valued function f on an m dimensional differentiable manifold M, the directional derivative of f at a point p in M is defined as follows. Suppose that ?(t) is a curve in M with ?(0) = p, which is differentiable in the sense that its composition with any chart is a differentiable curve in Rm. Then the directional derivative of f at p along ? is

If ?1 and ?2 are two curves such that ?1(0) = ?2(0) = p, and in any coordinate chart f, then, by the chain rule, f has the same directional derivative at p along ?1 as along ?2. Intuitively, this means that the directional derivative depends only on the tangent vector
Tangent vector

A tangent vector is a Vector that follows the direction of a curve or a surface at a given point.* Differential geometry of curves, description in the context of curves in Rn....
 of the curve at p. Thus the more abstract definition of directional differentiation adapted to the case of differentiable manifolds ultimately captures the intuitive features of directional differentiation in an affine space.

Tangent vectors and the differential
A tangent vector at p ? M is an equivalence class
Equivalence class

In mathematics, given a Set X and an equivalence relation ~ on X, the equivalence class of an element a in X is the subset of all elements in X which are equivalent to a:...
 of differentiable curves ? with ?(0) = p, modulo the equivalence relation of first-order contact
Contact (mathematics)

In mathematics, contact of order k of function s is an equivalence relation, corresponding to having the same value at a point P and also the same derivatives there, up to order k....
 between the curves. Explicitly,

in any (and hence all) coordinate charts f. Intuitively, the equivalence classes are curves through p with a prescribed velocity vector at p. The collection of all tangent vectors at p forms a vector space
Vector space

File:Vector addition ans scaling.pngA vector space is a mathematical structure formed by a collection of vectors: objects that may be Vector addition together and Scalar multiplication by numbers, called scalar s in this context....
: the tangent space
Tangent space

In mathematics, the tangent space of a manifold is a concept which facilitates the generalization of vectors from affine spaces to general manifolds, since in the latter case one cannot simply subtract two points to obtain a vector pointing from one to the other....
 to M at p, denoted TpM.

If X is a tangent vector at p and f a differentiable function defined near p, then differentiating f along any curve in the equivalence class defining X gives a well-defined directional derivative along X: Once again, the chain rule establishes that this is independent of the freedom in selecting ? from the equivalence class, since any curve with the same first order contact will yield the same directional derivative.

If the function f is fixed, then the mapping is a linear functional
Linear functional

In linear algebra, a branch of mathematics, a linear functional or linear form is a linear map from a vector space to its field of scalar s....
 on the tangent space. This linear functional is often denoted by df(p) and is called the differential of f at p:

Partitions of unity

One of the topological features of the sheaf of differentiable functions on a differentiable manifold is that it admits partitions of unity
Partition of unity

In mathematics, a partition of unity of a topological space X is a set of Continuous function s, , from X to the unit interval [0,1] such that for every point, ,...
. This distinguishes the differentiable structure on a manifold from stronger structures (such as analytic and holomorphic structures) which generally fail to have partitions of unity.

Suppose that M is a manifold of class Ck, where 0 = k = 8. Let be an open covering of M. Then a partition of unity subordinate to the cover is a collection of real-valued Ck functions fi on M satisfying the following conditions
  • The supports
    Support (mathematics)

    In mathematics, the support of a function is the set of points where the function is not zero, or the closure of that set. This concept is used very widely in mathematical analysis....
     of the fi are compact and locally finite
    Locally finite

    The term locally finite has a number of different meanings in mathematics:*Locally finite collection of sets in a topological space*Locally finite group...
    .
  • The support of fi is completely contained in Ua for some a.
  • The fi sum to one at each point of M:
(Note that this last condition is actually a finite sum at each point because of the local finiteness of the supports of the fi.)

Every open covering of a Ck manifold M has a Ck partition of unity. This allows for certain constructions from the topology of Ck functions on Rn to be carried over to the category of differentiable manifolds. In particular, it is possible to discuss integration by choosing a partition of unity subordinate to a particular coordinate atlas, and carrying out the integration in each chart of Rn. Partitions of unity therefore allow for certain other kinds of function space
Function space

In mathematics, a function space is a Set of function s of a given kind from a set X to a set Y. It is called a space because in many applications, it is a topological space or a vector space or both....
s to be considered: for instance Lp spaces
Lp space

In mathematics, the Lp and lp spaces are spaces of p-integrable function, and corresponding sequence spaces....
, Sobolev spaces, and other kinds of spaces that require integration.

Differentiability of mappings between manifolds


Suppose M and N are two differentiable manifolds with dimensions m and n respectively, and f is a function from M to N. Since differentiable manifolds are topological spaces we know what it means for f to be continuous. But what does "f is Ck(M, N)" mean for k=1? We know what that means when f is a function between Euclidean spaces, so if we compose f with a chart of M and a chart of N such that we get a map which goes from Euclidean space to M to N to Euclidean space we know what it means for that map to be Ck(Rm, Rn). We define "f is Ck(M, N)" to mean that all such compositions of f with charts are Ck(Rm, Rn). Once again the chain rule guarantees that the idea of differentiability does not depend on which charts of the atlases on M and N are selected. However, defining the derivative itself is more subtle. If M or N is itself already a Euclidean space, then we don't need a chart to map it to one.

Algebra of scalars

For a Ck manifold M, the set of real-valued Ck functions on the manifold forms an algebra
Algebra over a field

In mathematics, an algebra over a field is an algebraic structure consisting of a vector space together with an Binary operation, usually called multiplication, that combines any two vectors to form a third vector....
 under pointwise addition and multiplication, called the algebra of scalar fields or simply the algebra of scalars. This algebra has the constant function 1 as unit.

It is possible to reconstruct a manifold from its algebra of scalars. In fact, there is a one-to-one correspondence between the points of M and the algebra homomorphisms f : Ck(M) ? R. For suppose that f is such a homomorphism. Then the kernel of f is a codimension one ideal in Ck(M), which is necessarily a maximal ideal. Every maximal ideal in this algebra is an ideal of functions vanishing at a single point.

Bundles


Tangent bundle


The tangent space
Tangent space

In mathematics, the tangent space of a manifold is a concept which facilitates the generalization of vectors from affine spaces to general manifolds, since in the latter case one cannot simply subtract two points to obtain a vector pointing from one to the other....
 of a point consists of the possible directional derivatives at that point, and has the same dimension
Dimension

In mathematics, the dimension of a space is roughly defined as the minimum number of coordinates needed to specify every point within it. For example: a point on the unit circle in the plane can be specified by two Cartesian coordinates but one can make do with a single coordinate , so the circle is 1-dimensional even though it exists in...
 n as the manifold does. The collection of tangent spaces at all points can in turn be made into a manifold, the tangent bundle
Tangent bundle

In mathematics, the tangent bundle of a differentiable manifold M, denoted by T or just TM, is the disjoint unionThe disjoint union assures that for any two points x1 and x2 of manifold M the tangent spaces T1 and T2 have no common vector....
, whose dimension is 2n. The tangent bundle is where tangent vector
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 lie, and is itself a differentiable manifold. The Lagrangian
Lagrangian

The Lagrangian, , of a dynamical system is a function that summarizes the dynamics of the system. It is named after Joseph Louis Lagrange. The concept of a Lagrangian was originally introduced in a reformulation of classical mechanics known as Lagrangian mechanics....
 is a function on the tangent bundle. One can also define the tangent bundle as the bundle of 1-jets
Jet (mathematics)

In mathematics, the jet is an operation which takes a differentiable function f and produces a polynomial, the truncated Taylor polynomial of f, at each point of its domain....
 from R (the real line
Real line

In mathematics, the real line is simply the set R of singleton real numbers.However, this term is usually used when R is to be treated as a space of some sort, such as a topological space or a vector space....
) to M.

One may construct an atlas for the tangent bundle consisting of charts based on Ua × Rn, where Ua denotes one of the charts in the atlas for M. Each of these new charts is the tangent bundle for the charts Ua. The transition maps on this atlas are defined from the transition maps on the original manifold, and retain the original differentiability class.

Cotangent bundle

The dual space
Dual space

In mathematics, any vector space, V, has a corresponding dual vector space consisting of all linear functionals on V. Dual vector spaces defined on finite-dimensional vector spaces can be used for defining tensors which are studied in tensor algebra....
 of a vector space is the set of real valued linear functions on the vector space. In particular, if the vector space is finite and has an inner product then the linear functionals can be realized by the functions .

The cotangent bundle is the dual tangent bundle in the sense that at each point, the cotangent space
Cotangent space

In differential geometry, one can attach to every point x of a smooth manifold a vector space called the cotangent space at x. Typically, the cotangent space is defined as the dual space of the tangent space at x, although there are more direct definitions ....
 is the dual of the tangent space. The cotangent bundle is again a differentiable manifold. The Hamiltonian
Hamiltonian mechanics

Hamiltonian mechanics is a reformulation of classical mechanics that was introduced in 1833 by Irish mathematician William Rowan Hamilton. It arose from Lagrangian mechanics, a previous reformulation of classical mechanics introduced by Joseph Louis Lagrange in 1788, but can be formulated without recourse to Lagrangian mechanics using sym...
 is a scalar on the cotangent bundle. The total space of a cotangent bundle naturally has the structure of a symplectic manifold
Symplectic manifold

In mathematics, a symplectic manifold is a smooth manifold, M, equipped with a Closed and exact differential forms, nondegenerate form, differential form, ?, called the symplectic form....
. Cotangent vectors are sometimes called covectors. One can also define the cotangent bundle as the bundle of 1-jets
Jet (mathematics)

In mathematics, the jet is an operation which takes a differentiable function f and produces a polynomial, the truncated Taylor polynomial of f, at each point of its domain....
 of functions from M to R.

Elements of the cotangent space can be thought of as infinitesimal
Infinitesimal

Infinitesimals have been used to express the idea of objects so small that there is no way to see them or to measure them. For everyday life, an infinitesimal object is an object which is smaller than any possible measure....
 displacements: if f is a differentiable function we can define at each point p a cotangent vector dfp which sends a tangent vector Xp to the derivative of f associated with Xp. However, not every covector field can be expressed this way.

Tensor bundle

The tensor bundle is the direct sum of all tensor product
Tensor product

In mathematics, the tensor product, denoted by , may be applied in different contexts to vector spaces, matrix , tensors, vector spaces, algebra over a field, topological vector spaces, and module s....
s of the tangent bundle and the cotangent bundle. Each element of the bundle is a tensor field
Tensor field

In mathematics, physics and engineering, a tensor field is a very general concept of variable geometric quantity. It is used in differential geometry and the theory of manifolds, in algebraic geometry, in general relativity, in the analysis of stress and strain tensor in materials, and in numerous applications in the physical sciences and en...
, which can act as a multilinear operator on vector fields, or on other tensor fields.

The tensor bundle cannot be a differentiable manifold, since it is infinite dimensional. It is however an algebra
Algebra (ring theory)

In mathematics, specifically in ring theory, an algebra over a commutative ring is a generalization of the concept of an associative algebra, where the base field K is replaced by a commutative ring R....
 over the ring of scalar functions. Each tensor is characterized by its ranks, which indicate how many tangent and cotangent factors it has. Sometimes these ranks are referred to as covariant and contravariant ranks, signifying tangent and cotangent ranks, respectively.

Frame bundle


A frame (or more precisely, a tangent frame) is an ordered basis of particular tangent space. Equivalently, a tangent frame is a linear isomorphism of Rn to this tangent space. A moving tangent frame is an ordered list of vector fields that give a basis at every point of their domain. One may also regard a moving frame as a section of the frame bundle F(M), a GLnR
General linear group

In mathematics, the general linear group of degree n is the set of n×n invertible matrix, together with the operation of ordinary matrix multiplication....
 principal bundle
Principal bundle

In mathematics, a principal bundle is a mathematical object which formalizes some of the essential features of a Cartesian product X × G of a space X with a group G....
 made up of the set of all frames over M. The frame bundle is useful because tensor fields on M can be regarded as equivariant
Equivariant

In mathematics, an equivariant map is a function between two Set that commutes with the group action. Specifically, let G be a group and let X and Y be two associated group action....
 vector-valued functions on F(M).

Jet bundles

On a manifold which is sufficiently smooth, various kinds of jet bundles can also be considered. The (first-order) tangent bundle of a manifold is the collection of curves in the manifold modulo the equivalence relation of first-order contact
Contact (mathematics)

In mathematics, contact of order k of function s is an equivalence relation, corresponding to having the same value at a point P and also the same derivatives there, up to order k....
. Analogously, the k-th order tangent bundle is the collection of curves modulo the relation of k-th order contact. Similarly, the cotangent bundle is the bundle of 1-jets of functions on the manifold: the k-jet bundle is the bundle of their k-jets. These and other examples of the general idea of jet bundles play a significant role in the study of differential operator
Differential operator

In mathematics, a differential operator is an operator defined as a function of the derivative operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation, accepting a function and returning another ....
s on manifolds.

The notion of a frame also generalizes to the case of higher-order jets. Define a k-th order frame to be the k-jet of a diffeomorphism
Diffeomorphism

In mathematics, a diffeomorphism is an isomorphism of smooth manifolds. It is an invertible function that map s one differentiable manifold to another, such that both the function and its inverse are smooth function....
 from Rn to M. The collection of all k-th order frames, Fk(M), is a principle Gk bundle over M, where Gk is the group of k-jets
Jet group

In mathematics, a jet group is a generalization of the general linear group which applies to Taylor polynomials instead of vector s at a point. Essentially a jet group describes how a Taylor polynomial transforms under changes of coordinate systems ....
; i.e, the group made up of k-jets
Jet (mathematics)

In mathematics, the jet is an operation which takes a differentiable function f and produces a polynomial, the truncated Taylor polynomial of f, at each point of its domain....
 of diffeomorphisms of Rn that fix the origin. Note that GLnR is naturally isomorphic to G1, and a subgroup of every Gk, k=2. In particular, a section of F2(M) gives the frame components of a connection
Connection

Connect, connection, connected, or connectivity may refer to:In mathematics:*Connection , a way of specifying a derivative of a geometrical object along a vector field on a manifold....
 on M. Thus, the quotient bundle F2(M)/GLnR is the bundle of linear connections over M.

Calculus on manifolds

Many of the techniques from multivariate calculus also apply, mutatis mutandis
Mutatis mutandis

Mutatis mutandis, Latin literal meaning "with those things having been changed which need to be changed" or simpler "the necessary changes having been made"....
, to differentiable manifolds. One can define the directional derivative of a differentiable function along a tangent vector to the manifold, for instance, and this leads to a means of generalizing the total derivative
Total derivative

In the mathematics of differential calculus, the term total derivative has a number of closely related meanings.* The total derivative of a function, f, of several variables, e.g., t,x,y, etc., with respect to one of its input variables, e.g., t, is different from the partial derivative....
 of a function: the differential. From the perspective of calculus, the derivative of a function on a manifold behaves in much the same way as the ordinary derivative of a function defined on a Euclidean space, at least locally
Local property

In mathematics, a phenomenon is sometimes said to occur locally if, roughly speaking, it occurs on sufficiently small or arbitrarily small neighborhoods of points....
. For example, there are versions of the implicit
Implicit function

In mathematics, an implicit function is a function in which the dependent variable has not been given "explicitly" in terms of the independent variable....
 and inverse function theorem
Inverse function theorem

In mathematics, specifically differential calculus, the inverse function theorem gives sufficient conditions for a function to be invertible in a Neighbourhood of a point in its domain ....
s for such functions.

There are, however, important differences in the calculus of vector fields (and tensor fields in general). In brief, the directional derivative of a vector field is not well-defined, or at least not defined in a straightforward manner. Several generalizations of the derivative of a vector field (or tensor field) do exist, and capture certain formal features of differentiation in Euclidean spaces. The chief among these are:
  • The 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....
     which is uniquely defined by the differentiable structure, but fails to satisfy some of the usual features of directional differentiation.
  • An affine connection
    Affine connection

    In the mathematics of differential geometry, an affine connection is a geometrical object on a smooth manifold which connects nearby tangent spaces, and so permits vector field to be derivative as if they were functions on the manifold with values in a fixed vector space....
     which is not uniquely defined, but generalizes in a more complete manner the features of ordinary directional differentiation. Because an affine connection is not unique, it is an additional piece of data which must be specified on the manifold.


Ideas from integral calculus also carry over to differential manifolds. These are naturally expressed in the language of exterior calculus and 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. The fundamental theorems of integral calculus in several variables — namely 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....
, the divergence theorem
Divergence theorem

In vector calculus, the divergence theorem, also known as Gauss?s theorem , Ostrogradsky?s theorem , or Gauss-Ostrogradsky theorem is a result that relates the flow of a vector field through a surface to the behavior of the vector field inside the surface....
, and 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....
 — generalize to a theorem (also called 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....
) relating the exterior derivative
Exterior derivative

In differential geometry, the exterior derivative extends the concept of the differential of a function, which is a form of degree zero, to differential forms of higher degree....
 and integration over submanifold
Submanifold

In mathematics, a submanifold of a manifold M is a subset S which itself has the structure of a manifold, and for which the inclusion map SM satisfies certain properties....
s.

Differential calculus of functions

Differentiable functions between two manifolds are needed in order to formulate suitable notions of submanifold
Submanifold

In mathematics, a submanifold of a manifold M is a subset S which itself has the structure of a manifold, and for which the inclusion map SM satisfies certain properties....
s, and other related concepts. If f : M ? N is a differentiable function from a differentiable manifold M of dimension m to another differentiable manifold N of dimension n, then the differential of f is a mapping df : TM ? TN. At each point of M, this is a linear transformation from one tangent space to another: The rank of f at p is the rank of this linear transformation.

Usually the rank of a function is a pointwise property. However, if the function has maximal rank, then the rank will remain constant in a neighborhood of a point. A differentiable function "usually" has maximal rank, in a precise sense given by Sard's theorem. Functions of maximal rank at a point are called immersions
Immersion (mathematics)

In mathematics, an immersion is a differentiable map between differentiable manifolds whose pushforward is everywhere injective. Explicitly, f : M ? N is an immersion if...
 and submersions
Submersion (mathematics)

In mathematics, a submersion is a differentiable map between differentiable manifolds whose pushforward is everywhere surjective. Explicitly, f : MN is a submersion if...
:

  • If m = n, and f : M ? N has rank m at p ? M, then f is called an immersion at p. If f is an immersion at all points of M and is a homeomorphism
    Homeomorphism

    In the mathematics field of topology, a homeomorphism or topological isomorphism is a continuous function between two topological spaces....
     onto its image, then f is an embedding
    Embedding

    In mathematics, an embedding is one instance of some mathematical structure contained within another instance, such as a group that is a subgroup....
    . Embeddings formalize the notion of M being a submanifold
    Submanifold

    In mathematics, a submanifold of a manifold M is a subset S which itself has the structure of a manifold, and for which the inclusion map SM satisfies certain properties....
     of N. Roughly speaking, an embedding is an immersion without self-intersections and other sorts of non-local topological irregularities.


  • If m = n, and f : M ? N has rank n at p ? M, then f is called a submersion at p. The implicit function theorem states that if f is a submersion at p, then M is locally a product of N and Rm-n near p. Formally, there exist coordinates (y1,...,yn) in a neighborhood of f(p) in N, and m-n functions x1,...,xm-n defined in a neighborhood of p in M such that
is a system of local coordinates of M in a neighborhood of p. Submersions form the foundation of the theory of fibration
Fibration

In mathematics, especially algebraic topology, a fibration is a continuous function satisfying the homotopy lifting property with respect to any space....
s and fibre bundles.


Lie derivative

A 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....
, named after Sophus Lie
Sophus Lie

Marius Sophus Lie was a Norway-born mathematician. He largely created the theory of continuous symmetry, and applied it to the study of geometry and differential equations....
, is a derivation
Derivation (abstract algebra)

In abstract algebra, a derivation is a function on an algebra over a field which generalizes certain features of the derivative operator. Specifically, given an algebra A over a ring or a field F, an F-derivation is an F-linear map DA → A that satisfies Product rule:...
 on the algebra
Algebra over a field

In mathematics, an algebra over a field is an algebraic structure consisting of a vector space together with an Binary operation, usually called multiplication, that combines any two vectors to form a third vector....
 of tensor field
Tensor field

In mathematics, physics and engineering, a tensor field is a very general concept of variable geometric quantity. It is used in differential geometry and the theory of manifolds, in algebraic geometry, in general relativity, in the analysis of stress and strain tensor in materials, and in numerous applications in the physical sciences and en...
s over a manifold
Manifold

In mathematics, more specifically topology, a manifold is a topological space in which every point has a neighborhood which "resembles" Euclidean space....
 M. The vector space
Vector space

File:Vector addition ans scaling.pngA vector space is a mathematical structure formed by a collection of vectors: objects that may be Vector addition together and Scalar multiplication by numbers, called scalar s in this context....
 of all Lie derivatives on M forms an infinite dimensional Lie algebra
Lie algebra

In mathematics, a Lie algebra is an algebraic structure whose main use is in studying geometric objects such as Lie groups and differentiable manifolds....
 with respect to the Lie bracket
Lie bracket

Lie bracket can refer to:*Lie algebra*Lie bracket of vector fields...
 defined by

The Lie derivatives are represented by 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, as infinitesimal generator
Lie group

In mathematics, a Lie group is a group which is also a differentiable manifold, with the property that the group operations are compatible with the Differential structure....
s of flows (active diffeomorphism
Diffeomorphism

In mathematics, a diffeomorphism is an isomorphism of smooth manifolds. It is an invertible function that map s one differentiable manifold to another, such that both the function and its inverse are smooth function....
s) on M. Looking at it the other way round, the group
Group (mathematics)

In mathematics, a group is an algebraic structure consisting of a set together with an Binary operation that combines any two of its element to form a third element....
 of diffeomorphisms of M has the associated Lie algebra structure, of Lie derivatives, in a way directly analogous to the Lie group
Lie group

In mathematics, a Lie group is a group which is also a differentiable manifold, with the property that the group operations are compatible with the Differential structure....
 theory.

Exterior calculus


The exterior calculus allows for a generalization of the 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....
, 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....
 and curl operators.

The bundle of 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, at each point, consists of all totally antisymmetric
Antisymmetric

In set theory, the adjective antisymmetric usually refers to an antisymmetric relation.The term "antisymmetric function" is sometimes used for Even and odd functions, although some meanings of antisymmetric are essentiality f = −f....
 multilinear maps on the tangent space at that point. It is naturally divided into n-forms for each n at most equal to the dimension of the manifold; an n-form is an n-variable form, also called a form of degree n. The 1-forms are the cotangent vectors, while the 0-forms are just scalar functions. More generally, an n-form is a tensor with cotangent rank n and tangent rank 0. But not every such tensor is a form, as a form must be antisymmetric.

Exterior derivative
There is a map from scalars to covectors called the exterior derivative
Exterior derivative

In differential geometry, the exterior derivative extends the concept of the differential of a function, which is a form of degree zero, to differential forms of higher degree....
such that

This map is the one which relates covectors to infinitesimal displacements, mentioned above; some covectors are the exterior derivatives of scalar functions. It can be generalized into a map from the n-forms onto the n+1-forms. Applying this derivative twice will produce a zero form. Forms with zero derivative are called closed forms, while forms which are themselves exterior derivatives are known as exact forms.

The space of differential forms at a point is the archetypal example of an 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....
; thus it possesses a wedge product, mapping a k-form and l-form to a k+l-form. The exterior derivative extends to this algebra, and satisfies a version of the product rule
Product rule

In calculus, the product rule is a formula used to find the derivatives of products of functions.It may be stated thus:or in the Leibniz notation thus:...
:


From the differential forms and the exterior derivative, one can define the de Rham cohomology
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....
 of the manifold. The rank n cohomology group is the quotient group
Quotient group

In mathematics, given a group G and a normal subgroup N of G, the quotient group, or factor group, of G over N is intuitively a group that "collapses" the normal subgroup N to the identity element....
 of the closed forms by the exact forms.

Topology of differentiable manifolds


Relationship with topological manifolds

Every topological manifold in dimension 1, 2, or 3 has a unique differentiable structure (up to diffeomorphism); thus the concepts of topological and differentiable manifold are distinct only in higher dimensions. It is known that in each higher dimension, there are some topological manifolds with no differentiable structure, and some with multiple non-diffeomorphic structures. The classic example of manifolds with multiple incompatible structures are the exotic 7-spheres
Exotic sphere

In mathematics, an exotic sphere is a differentiable manifold that is homeomorphic to the standard Euclidean n-sphere, but not diffeomorphic....
 of John Milnor
John Milnor

John Willard Milnor is an United States mathematician known for his work in differential topology, K-theory, and dynamical systems, and for his influential books....
.

Classification

Every second-countable 1-manifold without boundary is homeomorphic to a disjoint union of countably many copies of R (the real line
Real line

In mathematics, the real line is simply the set R of singleton real numbers.However, this term is usually used when R is to be treated as a space of some sort, such as a topological space or a vector space....
) and S (the circle
Circle

A circle is a simple shape of Euclidean geometry consisting of those point in a plane which are the same distance from a given point called the center....
); the only connected examples are R and S, and of these only S is compact. In higher dimensions, classification theory normally focuses only on compact connected manifolds.

For a classification of 2-manifolds, see surface
Surface

In mathematics, specifically in topology, a surface is a two-dimensional topological manifold. The most familiar examples are those that arise as the boundaries of solid objects in ordinary three-dimensional Euclidean space E3....
: in particular compact connected oriented 2-manifolds are classified by their genus, which is a nonnegative integer.

A classification of 3-manifold
3-manifold

In mathematics, a 3-manifold is a 3-dimensional manifold. The topological, piecewise-linear, and smooth categories are all equivalent in three dimensions, so little distinction is usually made in whether we are dealing with say, topological 3-manifolds, or smooth 3-manifolds....
s follows in principle from the geometrization of 3-manifolds and various recognition results for geometrizable 3-manifolds, such as Mostow rigidity and Sela's algorithm for the isomorphism problem for hyperbolic groups.

The classification of n-manifolds for n greater than three is known to be impossible, even up to homotopy equivalence. Given any finitely presented
Presentation of a group

In mathematics, one method of defining a group is by a presentation. One specifies a set S of generating set of a group so that every element of the group can be written as a product of some of these generators, and a set R of relations among those generators....
 group, one can construct a closed 4-manifold having that group as fundamental group. Since there is no algorithm to decide
Decision problem

In computability theory and computational complexity theory, a decision problem is a question in some formal system with a yes-or-no answer, depending on the values of some input parameters....
 the isomorphism problem for finitely presented groups, there is no algorithm to decide if two 4-manifolds have the same fundamental group. Since the previously described construction results in a class of 4-manifolds which are homeomorphic if and only if their groups are isomorphic, the homeomorphism problem for 4-manifolds is undecidable
Decision problem

In computability theory and computational complexity theory, a decision problem is a question in some formal system with a yes-or-no answer, depending on the values of some input parameters....
. Additionally, since even recognizing the trivial group is undecidable, it is not even possible in general to decide if a manifold has trivial fundamental group, i.e. is simply-connected.

Simply-connected 4-manifold
4-manifold

In mathematics, 4-manifold is a 4-dimensional topological manifold. A smooth 4-manifold is a 4-manifold with a smooth structure. In dimension four, in marked contrast with lower dimensions, topological and smooth manifolds are quite different....
s have been classified up to homeomorphism by Freedman
Michael Freedman

Michael Hartley Freedman is a mathematician at Microsoft Station Q. In 1986, he was awarded a Fields Medal for his work on the Poincar? conjecture....
 using the intersection form
Intersection form

Intersection form may refer to:*Intersection theory *intersection form ...
 and Kirby-Siebenmann invariant. Smooth 4-manifold theory is known to be much more complicated, as the exotic smooth structures on demonstrate.

Somewhat surprisingly, the situation becomes more tractable for simply connected smooth manifolds of dimension = 5, where the h-cobordism theorem can be used to reduce the classification to a classification up to homotopy equivalence, and surgery theory
Surgery theory

In mathematics, specifically in topology, surgery theory is the name given to a collection of techniques used to produce one manifold from another in a 'controlled' way....
 can be applied. This has been carried out to provide an explicit classification of simply connected 5-manifold
5-manifold

In mathematics, a 5-manifold is a 5-dimensional topological manifold, possibly with a piecewise linear structure or differential structure.Non-simply connected space 5-manifolds are impossible to classify, as this is harder than solving the word problem for groups....
s by Dennis Barden.

Structures on manifolds


(Pseudo-)Riemannian manifolds


A Riemannian manifold
Riemannian manifold

In Riemannian geometry, a Riemannian manifold is a real differentiable manifold M in which each tangent space is equipped with an Inner product space g in a manner which varies smoothly from point to point....
 is a differentiable manifold on which the tangent spaces are equipped with inner products
Inner product space

In mathematics, an inner product space is a vector space with the additional Mathematical structure of inner product. This additional structure associates each pair of vectors in the space with a Scalar quantity known as the inner product of the vectors....
 in a differentiable fashion. The inner product structure is given in the form of a symmetric 2-tensor called the Riemannian metric. This metric can be used to interconvert vectors and covectors, and to define a rank 4 Riemann curvature tensor
Riemann curvature tensor

In the mathematical field of differential geometry, the Riemann curvature tensor or Riemann?Christoffel tensor is the most standard way to express curvature of Riemannian manifolds....
. On a Riemannian manifold one has notions of length, volume, and angle. Any differentiable manifold can be given a Riemannian structure.

A pseudo-Riemannian manifold
Pseudo-Riemannian manifold

In differential geometry, a pseudo-Riemannian manifold is a generalization of a Riemannian manifold. It is one of many things named after Bernhard Riemann....
 is a variant of Riemannian manifold
Riemannian manifold

In Riemannian geometry, a Riemannian manifold is a real differentiable manifold M in which each tangent space is equipped with an Inner product space g in a manner which varies smoothly from point to point....
 where the metric tensor
Metric tensor

In the mathematics field of differential geometry, a metric tensor is a type of function defined on a manifold which takes as input a pair of tangent vectors v and w and produces a real number g in a way that generalizes many of the familiar properties of the dot product of Vector in Euclidean space....
 is allowed to have an indefinite signature
Metric signature

The signature of a metric tensor is the number of positive and negative eigenvalues of the metric. That is, the corresponding real symmetric matrix is diagonalisation, and the diagonal entries of each sign counted....
 (as opposed to a positive-definite one). Pseudo-Riemannian manifolds of signature (3, 1) are important in general relativity
General relativity

General relativity or the general theory of relativity is the Geometry Theoretical physics of gravitation published by Albert Einstein in 1916....
. Not every differentiable manifold can be given a pseudo-Riemannian structure; there are topological restrictions on doing so.

A Finsler manifold
Finsler manifold

In mathematics, particularly differential geometry, a Finsler manifold is a differentiable manifold M with a Banach norm defined over each tangent space, smooth function depending on position, and assumed to satisfy the following condition:...
 is a generalization of a Riemannian manifold, in which the inner product is replaced with a vector norm; this allows the definition of length, but not angle.

Symplectic manifolds


A symplectic manifold
Symplectic manifold

In mathematics, a symplectic manifold is a smooth manifold, M, equipped with a Closed and exact differential forms, nondegenerate form, differential form, ?, called the symplectic form....
 is a manifold equipped with a closed, nondegenerate 2-form. This condition forces symplectic manifolds to be even-dimensional. Cotangent bundles, which arise as phase spaces in Hamiltonian mechanics
Hamiltonian mechanics

Hamiltonian mechanics is a reformulation of classical mechanics that was introduced in 1833 by Irish mathematician William Rowan Hamilton. It arose from Lagrangian mechanics, a previous reformulation of classical mechanics introduced by Joseph Louis Lagrange in 1788, but can be formulated without recourse to Lagrangian mechanics using sym...
, are the motivating example, but many compact manifolds also have symplectic structure. All orientable surfaces embedded
Embedding

In mathematics, an embedding is one instance of some mathematical structure contained within another instance, such as a group that is a subgroup....
 in Euclidean space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 have a symplectic structure, the signed area form on each tangent space
Tangent space

In mathematics, the tangent space of a manifold is a concept which facilitates the generalization of vectors from affine spaces to general manifolds, since in the latter case one cannot simply subtract two points to obtain a vector pointing from one to the other....
 induced by the ambient Euclidean inner product. (This form is clearly nondegenerate, and it must be closed because it is top-dimensional with respect to the surface
Surface

In mathematics, specifically in topology, a surface is a two-dimensional topological manifold. The most familiar examples are those that arise as the boundaries of solid objects in ordinary three-dimensional Euclidean space E3....
.) Every Riemann surface
Riemann surface

In mathematics, particularly in complex analysis, a Riemann surface, first studied by and named after Bernhard Riemann, is a one-dimensional complex manifold....
 is an example of such a surface, and hence a symplectic manifold
Symplectic manifold

In mathematics, a symplectic manifold is a smooth manifold, M, equipped with a Closed and exact differential forms, nondegenerate form, differential form, ?, called the symplectic form....
, when considered as a real manifold.

Lie groups


A Lie group
Lie group

In mathematics, a Lie group is a group which is also a differentiable manifold, with the property that the group operations are compatible with the Differential structure....
 is C8 manifold which also carries a group
Group (mathematics)

In mathematics, a group is an algebraic structure consisting of a set together with an Binary operation that combines any two of its element to form a third element....
 structure whose product and inversion operations are smooth as maps of manifolds. These objects arise naturally in describing symmetries.

Generalizations

The category
Category theory

In mathematics, category theory deals in an abstract way with mathematical structures and relationships between them: it abstracts from set s and function s to objects linked in diagrams by morphisms or arrows....
 of smooth manifolds with smooth maps lacks certain desirable properties, and people have tried to generalize smooth manifolds in order to rectify this. The diffeological spaces, (differential spaces) use a different notion of chart known as "plot". Frölicher space
Frölicher space

In mathematics, Fr?licher spaces extend the notions of calculus and smooth manifolds. They were introduced in 1982 by the mathematician Alfred Fr?licher....
s and orbifold
Orbifold

In the mathematical disciplines of topology and geometric group theory, an orbifold is a generalization of a manifold.It is a topological space with an orbifold structure ....
s are other attempts.

A rectifiable set
Rectifiable set

In mathematics, a rectifiable set is a set that is smooth in a certain measure theory sense. It is an extension of the idea of a rectifiable curve to higher dimensions; loosely speaking, a rectifiable set is a rigorous formulation of a piece-wise smooth set....
 generalizes the idea of a piece-wise smooth or rectifiable curve to higher dimensions; however, rectifiable sets are not in general manifolds.

See also

  • Christoffel symbols
    Christoffel symbols

    In mathematics and physics, the Christoffel symbols, named for Elwin Bruno Christoffel , are coordinate-space expressions for the Levi-Civita connection derived from the metric tensor....
  • Riemannian geometry
    Riemannian geometry

    Riemannian geometry is the branch of differential geometry that studies Riemannian manifolds, manifold with a Riemannian metric, i.e. with an inner product on the tangent space at each point which varies smooth function from point to point....
  • List of formulas in Riemannian geometry
    List of formulas in Riemannian geometry

    This is a list of formulas encountered in Riemannian geometry....
  • Differential geometry
  • Chart (topology)
  • Affine connection
    Affine connection

    In the mathematics of differential geometry, an affine connection is a geometrical object on a smooth manifold which connects nearby tangent spaces, and so permits vector field to be derivative as if they were functions on the manifold with values in a fixed vector space....
  • Atlas (topology)
    Atlas (topology)

    In mathematics, particularly topology, an atlas describes how a manifold is equipped with a differential structure. Each piece is given by a chart ....
  • Introduction to mathematics of general relativity