Manifold (geometry): Difference between revisions
imported>Natalie Watson |
mNo edit summary |
||
(11 intermediate revisions by 5 users not shown) | |||
Line 1: | Line 1: | ||
A '''manifold''' is an abstract mathematical space that looks locally like [[Euclidean]] space, but globally may have a very different structure. An example of this is a [[sphere]]: if one is very close to the surface of the sphere, it looks like a flat [[plane]], but globally the sphere and plane are very different. Other examples of manifolds include [[ | {{subpages}} | ||
A '''manifold''' is an abstract mathematical space that looks locally like [[Euclidean]] space, but globally may have a very different structure. An example of this is a [[sphere]]: if one is very close to the surface of the sphere, it looks like a flat [[plane]], but globally the sphere and plane are very different. Other examples of manifolds include [[line]]s and [[circle]]s, and more abstract spaces such as the [[orthogonal group]] [[orthogonal_group|O(n)]]. | |||
The concept of a manifold is very important within [[mathematics]] and [[physics]], and is fundamental to certain fields such as [[differential geometry]], [[Riemannian geometry]] and [[general relativity]]. | The concept of a manifold is very important within [[mathematics]] and [[physics]], and is fundamental to certain fields such as [[differential geometry]], [[Riemannian geometry]] and [[general relativity]]. | ||
Line 9: | Line 11: | ||
===Topological manifold=== | ===Topological manifold=== | ||
In [[topology]], a manifold of dimension <math>n</math>, or an '''''n''-manifold''', is defined as a [[Hausdorff space]] where an [[open set|open]] [[ | In [[topology]], a manifold of dimension <math>n</math>, or an '''''n''-manifold''', is defined as a [[Hausdorff space]] where each point has an [[open set|open]] [[neighborhood (topology)|neighborhood]] which is [[homeomorphism|homeomorphic]] to <math>\scriptstyle \mathbb{R}^n </math> (i.e. there exists a continuous [[bijective function]] from the said neighborhood, with a continuous inverse, to <math>\scriptstyle \mathbb{R}^n </math>). | ||
===Differentiable manifold=== | ===Differentiable manifold=== | ||
To define differentiable manifolds, the concept of an '''atlas''', '''chart''' and a '''coordinate change''' need to be introduced. An atlas of the Earth uses these concepts: the atlas is a collection of different overlapping patches of small parts of a spherical object onto a plane. The way in which these different patches overlap is defined by the coordinate change. | To define differentiable manifolds, the concept of an '''atlas''', '''chart''' and a '''coordinate change''' need to be introduced. An atlas of the Earth uses these concepts: the atlas is a collection of different overlapping patches of small parts of a spherical object (the Earth) onto a plane (a piece of paper). The way in which these different patches overlap is defined by the coordinate change. | ||
Let M be a set. An ''atlas'' of M is a collection of pairs <math> \left(U_{\alpha}, \psi_{\alpha}\right)</math> for some <math>\scriptstyle \alpha</math> varying over an index | Let M be a [[set]]. An ''atlas'' of M is a collection of pairs <math> \left(U_{\alpha}, \psi_{\alpha}\right)</math> for some <math>\scriptstyle \alpha</math> varying over an index set <math> A </math> such that | ||
#<math>U_{\alpha} \ | #<math>U_{\alpha} \subset M, \quad M = \bigcup_{\alpha \in A} U_{\alpha} </math> | ||
#<math> \psi_{\alpha} </math> maps <math>U_{\alpha}</math> [[bijectively]] to an open set <math> \scriptstyle V_{\alpha} \in \, \mathbb{R}^n</math>, and for <math>\scriptstyle \alpha,\,\beta \,\in A </math> the image <math>\scriptstyle \psi(U_{\alpha} \cap U_{\beta}) \, \in \, \mathbb{R}^n</math> is an open set. The function <math>\psi_{\alpha}: U_{\alpha} \rightarrow V_{\alpha} </math> is called a ''chart''. | #<math> \psi_{\alpha} </math> maps <math>U_{\alpha}</math> [[bijectively]] to an open set <math> \scriptstyle V_{\alpha} \in \, \mathbb{R}^n</math>, and for <math>\scriptstyle \alpha,\,\beta \,\in A </math> the image <math>\scriptstyle \psi(U_{\alpha} \cap U_{\beta}) \, \in \, \mathbb{R}^n</math> is an open set. The function <math>\psi_{\alpha}: U_{\alpha} \rightarrow V_{\alpha} </math> is called a ''chart''. | ||
# For <math>\scriptstyle \alpha, \, \beta \, \in A</math>, the ''coordinate change'' is a [[differentiable map]] between two open sets in <math>\scriptstyle \mathbb{R}^n </math> whereby <math>\qquad \psi_{\beta} \circ \psi_{\alpha}^{-1}: \psi_{\alpha} \left(U_{\alpha} \cap U_{\beta} \right) \rightarrow \psi_{\beta} (U_{\alpha} \cap U_{\beta}).</math> | # For <math>\scriptstyle \alpha, \, \beta \, \in A</math>, the ''coordinate change'' is a [[differentiable map]] between two open sets in <math>\scriptstyle \mathbb{R}^n </math> whereby <math>\qquad \psi_{\beta} \circ \psi_{\alpha}^{-1}: \psi_{\alpha} \left(U_{\alpha} \cap U_{\beta} \right) \rightarrow \psi_{\beta} (U_{\alpha} \cap U_{\beta}).</math> | ||
The set M is a '''differentiable manifold''' if and only if it comes equipped with a [[countable]] atlas and satisfies the Hausdorff property. The important difference between a differentiable manifold and a topological manifold is that the charts are [[ | The set M is a '''differentiable manifold''' if and only if it comes equipped with a [[countable]] atlas and satisfies the Hausdorff property. The important difference between a differentiable manifold and a topological manifold is that the charts are [[diffeomorphism]]s (a differentiable function with a differentiable inverse) rather than homeomorphisms. | ||
For most manifolds, it is impossible to cover the entire manifold with just one chart. A well-known example is that of a sphere: the [[Mercator projection]] used for maps of the Earth does not include the North and South poles, plus the [[International Date Line]]. The [[stereographic projection]] of a sphere covers the entire sphere except for one point. | |||
Differentiable manifolds have a [[tangent space]] <math>T_p M</math>, the space of all [[tangent | Differentiable manifolds have a [[tangent space]] <math>T_p M</math>, the space of all [[tangent vector]]s, associated with each point <math>p</math> on the manifold. This tangent space is also n-dimensional. Although it is normal to visualise a tangent space being embedded within <math>\scriptstyle \mathbb{R}^{n+1}</math>, it can be defined without such an embedding, and in the case of abstract manifolds this visualisation is impossible. | ||
===Riemannian | ===Riemannian manifold=== | ||
To define distances and angles on a differentiable manifold, it is necessary to define a '''[[metric]]'''. A differentiable manifold equipped with a metric is called a '''Riemannian manifold'''. A Riemannian metric is a generalisation of the usual idea of the scalar or [[dot product]] to a manifold. In other words, a Riemannian metric <math> g = \{g_p\}_{p \in M} </math> is a set of symmetric [[inner | To define distances and angles on a differentiable manifold, it is necessary to define a '''[[metric]]'''. A differentiable manifold equipped with a metric is called a '''Riemannian manifold'''. A Riemannian metric is a generalisation of the usual idea of the scalar or [[dot product]] to a manifold. In other words, a Riemannian metric <math> g = \{g_p\}_{p \in M} </math> is a set of symmetric [[inner product]]s | ||
:<math> g_p : T_pM \times T_pM \rightarrow \mathbb{R} </math> | :<math> g_p : T_pM \times T_pM \rightarrow \mathbb{R} </math> | ||
which depend smoothly on <math>p</math>. | which depend smoothly on <math>p</math>. | ||
Line 36: | Line 40: | ||
* Circles, lines, planes etc. | * Circles, lines, planes etc. | ||
* [[Paraboloid of revolution]] | * [[Paraboloid of revolution]] | ||
* [[Real projective space]] <math>\scriptstyle R \mathbb{P}^ | * [[Real projective space]] <math>\scriptstyle R \mathbb{P}^n</math> -- the set of all lines through the origin in <math>\scriptstyle \mathbb{R}^n </math> | ||
* The [[Grassmannian]] <math>\scriptstyle G_k(\mathbb{R}^n)</math> -- The set of all k-dimensional subspaces of <math>\scriptstyle \mathbb{R}^n</math>. | * The [[Grassmannian]] <math>\scriptstyle G_k(\mathbb{R}^n)</math> -- The set of all k-dimensional subspaces of <math>\scriptstyle \mathbb{R}^n</math>. | ||
* [[Lie | * [[Lie group]]s e.g. [[orthogonal_group|O(n)]], [[unitary_group|U(n)]], [[general_linear_group|GL(n)]], and the [[Lorentz group]], | ||
==See also== | ==See also== | ||
* [[Tangent space]] | * [[Tangent space]] | ||
* [[Differential geometry]] | * [[Differential geometry]] | ||
* [[Riemannian geometry]] | * [[Riemannian geometry]][[Category:Suggestion Bot Tag]] |
Latest revision as of 11:01, 15 September 2024
A manifold is an abstract mathematical space that looks locally like Euclidean space, but globally may have a very different structure. An example of this is a sphere: if one is very close to the surface of the sphere, it looks like a flat plane, but globally the sphere and plane are very different. Other examples of manifolds include lines and circles, and more abstract spaces such as the orthogonal group O(n).
The concept of a manifold is very important within mathematics and physics, and is fundamental to certain fields such as differential geometry, Riemannian geometry and general relativity.
The most basic manifold is a topological manifold, but additional structures can be defined on the manifold to create objects such as differentiable manifolds and Riemannian manifolds.
Mathematical definition
Topological manifold
In topology, a manifold of dimension , or an n-manifold, is defined as a Hausdorff space where each point has an open neighborhood which is homeomorphic to (i.e. there exists a continuous bijective function from the said neighborhood, with a continuous inverse, to ).
Differentiable manifold
To define differentiable manifolds, the concept of an atlas, chart and a coordinate change need to be introduced. An atlas of the Earth uses these concepts: the atlas is a collection of different overlapping patches of small parts of a spherical object (the Earth) onto a plane (a piece of paper). The way in which these different patches overlap is defined by the coordinate change.
Let M be a set. An atlas of M is a collection of pairs for some varying over an index set such that
- maps bijectively to an open set , and for the image is an open set. The function is called a chart.
- For , the coordinate change is a differentiable map between two open sets in whereby
The set M is a differentiable manifold if and only if it comes equipped with a countable atlas and satisfies the Hausdorff property. The important difference between a differentiable manifold and a topological manifold is that the charts are diffeomorphisms (a differentiable function with a differentiable inverse) rather than homeomorphisms.
For most manifolds, it is impossible to cover the entire manifold with just one chart. A well-known example is that of a sphere: the Mercator projection used for maps of the Earth does not include the North and South poles, plus the International Date Line. The stereographic projection of a sphere covers the entire sphere except for one point.
Differentiable manifolds have a tangent space , the space of all tangent vectors, associated with each point on the manifold. This tangent space is also n-dimensional. Although it is normal to visualise a tangent space being embedded within , it can be defined without such an embedding, and in the case of abstract manifolds this visualisation is impossible.
Riemannian manifold
To define distances and angles on a differentiable manifold, it is necessary to define a metric. A differentiable manifold equipped with a metric is called a Riemannian manifold. A Riemannian metric is a generalisation of the usual idea of the scalar or dot product to a manifold. In other words, a Riemannian metric is a set of symmetric inner products
which depend smoothly on .
Examples of manifolds
This list is not exhaustive.
- Circles, lines, planes etc.
- Paraboloid of revolution
- Real projective space -- the set of all lines through the origin in
- The Grassmannian -- The set of all k-dimensional subspaces of .
- Lie groups e.g. O(n), U(n), GL(n), and the Lorentz group,