Differentiable manifold
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Informally, a differentiable manifold is a type of manifold which is in turn a kind of topological space that is similar enough to Euclidean space to allow one to do calculus. (It is important to note that differentiable can mean slightly different things in different contexts, such as continuously differentiable, k times differentiable, infinitely differentiable (also known as smooth), or complex differentiable (also known as holomorphic).)
More formally, a differentiable manifold is a topological manifold with a globally defined differentiable structure. Any topological manifold can be given a differentiable structure locally by using the homeomorphisms in its atlas, combined with the standard differentiable structure on the Euclidean space. In other words, the homeomorphism can be used to give a local coordinate system. To induce a global differentiable structure, one can show that the natural compositions of the homeomorphisms on overlaps between charts in the atlas produce differentiable functions on Euclidean space. In other words, where the domains of charts overlap, the coordinates defined by each chart are differentiable with respect to the coordinates defined by every other chart. These maps that relate the coordinates defined by the various charts to each other in areas of intersection are called transition maps.
This allows one to extend the meaning of differentiability to spaces without global coordinate systems. Specifically, a differentiable structure allows one to define a global differentiable tangent space, and consequently, differentiable functions, and differentiable tensor fields (including vector fields). Differentiable manifolds are very important in physics. Special kinds of differentiable manifolds form the arena for physical theories such as classical mechanics (Hamiltonian mechanics, Lagrangian mechanics), general relativity and Yang-Mills theory (gauge theory). It is possible to develop calculus on differentiable manifolds, leading to such mathematical machinery as the exterior calculus. The study of calculus on differentiable manifolds is known as differential geometry.
[edit] History
The emergence of differential geometry as a distinct discipline is generally credited to Carl Friedrich Gauss and his student, Bernhard Riemann. Riemann first described manifolds in his famous habilitation lecture[1] 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 like James Clerk Maxwell[citation needed], and mathematicians Gregorio Ricci-Curbastro[2][3] and Tullio Levi-Civita [4] 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 transformations. These ideas found a key application in Einstein's theory of general relativity and its underlying equivalence principle. A modern definition of a 2-dimensional manifold was given by Hermann Weyl[5] in his 1913 book on Riemann surfaces. The widely accepted general definition of a manifold in terms of an atlas is due to Hassler Whitney[6].
For more on the history of manifolds see the history section of the primary manifold entry.
[edit] Definition
A differentiable manifold is a topological manifold (with or without boundary) whose transition maps are all differentiable. A topological manifold without boundary is a topological space which is locally homeomorphic to Euclidean space, by homeomorphisms called charts. By composing two charts we can get a real function, called a transition map.
For instance, if φ α and φβ represent homeomorphisms of the topological manifold on charts Uα and Uβ which overlap, then φα ο φβ -1 must be a differentiable function on the open sets in Euclidean space corresponding to the map. In particular,
- is a differentiable bijective map. (By symmetry of α and β, its inverse is also differentiable and bijective, so in fact both maps are diffeomorphisms.)
A Ck n-manifold is a topological n-manifold for which all transition maps are Ck(Rn). Thus a C0 n-manifold is a topological n-manifold and for k>0 we speak of differentiable manifolds.
A smooth manifold or C∞-manifold is a differentiable manifold for which all the transitions maps are smooth. That is derivatives of all orders exist; so it is a Ck-manifold for all k.
An analytic manifold, or Cω-manifold is a smooth manifold with the additional condition that each transition map is analytic: 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.
[edit] Atlas
An atlas for a topological space is a collection of open sets (i.e. charts) in the topology of the space such that the union is the topological space and each open set is homeomorphic (i.e. there is a continuous bijection with a continuous inverse) to an open set in Euclidean space. 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 C∞ atlas and an analytic atlas is a Cω 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 holomorphic.
[edit] 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; by combining all the atlases in an equivalence class, a maximal atlas can be constructed. Each Ck atlas belongs to a unique maximal Ck atlas.
[edit] Subatlases
A subatlas of an atlas, is a subset of its charts which still covers the manifold. It is possible for an atlas to have a subatlas which is smoother than itself. It turns out that every maximal C1 atlas admits a smooth subatlas; thus it is not useful to distinguish differentiable and smooth manifolds. This is not true for an atlas which is merely continuous.
[edit] Sheaf
Particularly in the case of analytic manifolds, it can be useful to use an alternate approach. Instead of considering coordinate charts, it is possible to start with functions defined on the manifold itself. The structure sheaf maps open sets to those functions analytic on that set. When open sets intersect, the restriction maps must then satisfy the sheaf conditions. This approach is formally identical to the definition of abstract varieties and schemes in algebraic geometry.
[edit] Differentiable functions
Given a real valued function f on an m dimensional differentiable manifold M, the directional derivative at a point x in M is defined using the coordinate system of any chart containing x. The differentiable structure ensures that the directional derivative is the same for any choice of coordinate system via a chart. The directional derivatives for f define a linear transformation df on the tangent space, often called the differential of f.
Equivalently, the tangent vectors are sometimes defined as a set of linear functions on the space of differentiable real valued functions such that the linear functions obey the product rule. Given a differentiable parametric curve in the manifold, we may restrict the function to the curve and differentiate the function with respect to the parameter of the curve. The curve has a tangent vector at each point and the derivative at a point is then related to a directional derivative for that tangent vector. Note that the usual notion of directional derivative is given for unit vectors. This is not assumed in this case, since we do not assume a metric
Since differentiability is defined locally we may extend the idea of the differential to maps between differentiable manifolds. In other words, if f is a map between the manifolds M1 and M2, then we may use the local coordinate charts to define the differential df as if the mapping were between two Euclidean spaces. The differentiable structure of the manifolds ensures that the differential (which is a linear transformation on the respective tangent spaces) is independent of the choice of coordinates.
It is also possible to define differentiability in terms of the transition functions. This is particularly important from a theoretical point of view.
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). Of course if M or N is a Euclidean space we can forget about one of the charts.
[edit] Algebra of scalars
For a Ck manifold M, the set of real-valued Ck functions on the manifold forms an algebra 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 differentiable manifold from its algebra of scalars.
[edit] Tangent bundle
- For more details on this topic, see tangent bundle.
The tangent space of a point consists of the possible directional derivatives at that point, and has the same dimension n as the manifold does. The collection of all tangent spaces can in turn be made into a manifold, the tangent bundle, whose dimension is 2n. The tangent bundle is where tangent vectors live, and is itself a differentiable manifold. The Lagrangian is a function on the tangent bundle. One can also define the tangent bundle as the bundle of 1- jets from R (the real line) to M.
One may construct an atlas for the tangent bundle consisting of charts based on Uα × Rn, where Uα denotes one of the charts in the atlas for M. Each of these new charts is the tangent bundle for the charts Uα. The transition maps on this atlas are defined from the transition maps on the original manifold, and retain the original differentiability class.
[edit] Cotangent bundle
- For more details on this topic, see cotangent bundle.
The dual space 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 fv(w) = <v,w>.
The cotangent bundle is the dual tangent bundle in the sense that at each point, the cotangent space is the dual of the tangent space. The cotangent bundle is again a differentiable manifold. The Hamiltonian is a scalar on the cotangent bundle. The total space of a cotangent bundle naturally has the structure of a symplectic manifold. Cotangent vectors are sometimes called covectors. One can also define the cotangent bundle as the bundle of 1-jets of functions from M to R.
Elements of the cotangent space can be thought of as infinitesimal 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.
[edit] Frame bundle
- For more details on this topic, see frame bundle.
A frame is an ordered basis of particular tangent space. Equivalently, one can define a frame to be a linear isomorphism of Rn and the tangent space in question. A moving 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 ) principal bundle 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 vector-valued functions on F(M).
Also quite useful is the bundle of k-order frames Fk(M). Here, we define a higher order frame to be the k-jet of a diffeomorphism from Rn to M [7]. Each Fk(M) is a principle Gk bundle over M, where Gk is the kth prolongation of the general linear group; i.e, the group made up of k-jets 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 on M. Thus, the quotient bundle F2(M)/GLnR is the bundle of linear connections over M.
[edit] Tensor bundle
- For more details on this topic, see tensor bundle.
The tensor bundle is the direct sum of all tensor products of the tangent bundle and the cotangent bundle. Each element of the bundle is a tensor field, 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 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.
[edit] Lie derivative
A Lie derivative, named after Sophus Lie, is a derivation on the algebra of tensor fields over a manifold M. The vector space of all Lie derivatives on M forms an infinite dimensional Lie algebra with respect to the Lie bracket defined by
The Lie derivatives are represented by vector fields, as infinitesimal generators of flows (active diffeomorphisms) on M. Looking at it the other way round, the group of diffeomorphisms of M has the associated Lie algebra structure, of Lie derivatives, in a way directly analogous to the Lie group theory.
[edit] Exterior calculus
- For more details on this topic, see exterior calculus.
The exterior calculus allows for a generalization of the gradient, divergence and curl operators.
The bundle of differential forms, at each point, consists of all totally antisymmetric 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.
[edit] Exterior derivative
There is a map from scalars to covectors called the exterior derivative
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; thus it possesses a wedge product, mapping a k-form and l-form to a k+l-form. This product interacts with the exterior derivative in accordance with a modified product rule:
From the differential forms and the exterior derivative, one can define the de Rham cohomology of the manifold. The rank n cohomology group is the quotient group of the closed forms by the exact forms.
[edit] Interior product
The interior product on the differential forms will send an n-form F and a vector field X to the n-1-form ιX = n F(X,...), where the remaining arguments to F are filled in the arguments to ιX.
[edit] Relationship with Lie derivative
For a general differential form, the Lie derivative is a contraction, taking into account the variation in X:
- .
[edit] 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 [8], and some with multiple non-diffeomorphic structures. The classic example of a manifold with multiple incompatible structures is the exotic sphere of John Milnor [9].
[edit] Classification
Every connected second-countable 1-manifold without boundary is homeomorphic to R or to S(the circle). The unconnected ones are disjoint unions of these two. In higher dimensions, classification theory normally focuses only on compact manifolds.
For a classification of 2-manifolds, see surface.
3-manifolds can be classified with the aid of Thurston's geometrization conjecture, which has been proven by Grigori Perelman.
The classification of n-manifolds for n greater than three is known to be impossible, even up to homotopy equivalence; it is equivalent to the so-called word problem in group theory, which has been shown to be undecidable. In other words, there is no algorithm for deciding whether a given manifold (even a smooth manifold) is simply connected. However, there is a classification of simply connected smooth manifolds of dimension ≥ 5, using cobordism and surgery. [10] By the h-cobordism theorem, it suffices to classify them up to homotopy equivalence.
[edit] (Pseudo-)Riemannian manifolds
A Riemannian manifold is a differentiable manifold on which the tangent spaces are equipped with inner products 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. 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 is a variant of Riemannian manifold where the metric tensor is allowed to have an indefinite signature (as opposed to a positive-definite one). Pseudo-Riemannian manifolds of signature (3, 1) are important in general relativity. Not every differentiable manifold can be given a pseudo-Riemannian structure; there are topological restrictions to doing so.
A Finsler manifold 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.
[edit] Symplectic manifolds
- For more details on this topic, see symplectic manifold.
A symplectic manifold 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, are the motivating example, but many compact manifolds also have symplectic structure. All orientable surfaces embedded in Euclidean space have a symplectic structure, the signed area form on each tangent space 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.) Every Riemann surface is an example of such a surface, and hence a symplectic manifold, when considered as a real manifold.
[edit] Lie groups
- For more details on this topic, see Lie group.
A Lie group is C∞ manifold which also carries a group structure whose product and inversion operations are smooth as maps of manifolds. These objects arise naturally in describing symmetries.
[edit] Generalizations
The category 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 spaces and orbifolds are other attempts.
A rectifiable set generalizes the idea of a piece-wise smooth or rectifiable curve to higher dimensions; however, rectifiable sets are not in general manifolds.
[edit] References
- ^ B. Riemann, Ueber die Hypothesen, welche der Geometrie zu Grunde liegen (On the Hypotheses which lie at the Bases of Geometry), Abhandlungen der Königlichen Gesellschaft der Wissenschaften zu Göttingen, vol. 13, 1867. Available online [1]
- ^ G. Ricci, Delle derivazioni covarianti e controvarianti e del loro uso nella analisi applicata. (Italian), (1888)
- ^ Ricci, G.; Levi-Civita, T. Die Methoden des absoluten Differentialkalkuls (1901)
- ^ The absolute differential calculus (calculus of tensors) (1927)
- ^ Die Idee der Riemannschen Fläche, Teubner, 1955.
- ^ Hassler Whitney, Differentiable Manifolds, Annals of Mathematics 37 (1936), 645-680.
- ^ Kobayashi, S. Transformation groups in differential geometry, Springer, (1972)
- ^ Simon Donaldson, An Application of Gauge Theory to Four Dimensional Topology, Journal of Differential Geometry 18 (1983), 279-315.
- ^ "On Manifolds Homeomorphic to the 7-Sphere", John Milnor, The Annals of Mathematics, 2nd Ser., Vol. 64, No. 2. (Sep., 1956), pp. 399-405. This gives the first examples of exotic spheres.
- ^ Andrew Ranicki, "Algebraic and Geometric Surgery", Clarendon Press, Oxford Mathematical Monographs, 2002 ISBN 0-19-850924-3