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In
differential geometry Differential geometry is a Mathematics, mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of Calculus, single variable calculus, vector calculus, lin ...
, parallel transport (or parallel translation) is a way of transporting geometrical data along smooth curves in a
manifold In mathematics, a manifold is a topological space that locally resembles Euclidean space near each point. More precisely, an n-dimensional manifold, or ''n-manifold'' for short, is a topological space with the property that each point has a N ...
. If the manifold is equipped with an affine connection (a
covariant derivative In mathematics and physics, covariance is a measure of how much two variables change together, and may refer to: Statistics * Covariance matrix, a matrix of covariances between a number of variables * Covariance or cross-covariance between ...
or connection on the
tangent bundle A tangent bundle is the collection of all of the tangent spaces for all points on a manifold, structured in a way that it forms a new manifold itself. Formally, in differential geometry, the tangent bundle of a differentiable manifold M is ...
), then this connection allows one to transport vectors of the manifold along curves so that they stay '' parallel'' with respect to the connection. The parallel transport for a connection thus supplies a way of, in some sense, moving the local geometry of a manifold along a curve: that is, of ''connecting'' the geometries of nearby points. There may be many notions of parallel transport available, but a specification of one way of connecting up the geometries of points on a curve is tantamount to providing a ''connection''. In fact, the usual notion of connection is the
infinitesimal In mathematics, an infinitesimal number is a non-zero quantity that is closer to 0 than any non-zero real number is. The word ''infinitesimal'' comes from a 17th-century Modern Latin coinage ''infinitesimus'', which originally referred to the " ...
analog of parallel transport. Or, ''vice versa'', parallel transport is the local realization of a connection. As parallel transport supplies a local realization of the connection, it also supplies a local realization of the
curvature In mathematics, curvature is any of several strongly related concepts in geometry that intuitively measure the amount by which a curve deviates from being a straight line or by which a surface deviates from being a plane. If a curve or su ...
known as holonomy. The Ambrose–Singer theorem makes explicit this relationship between the curvature and holonomy. Other notions of connection come equipped with their own parallel transportation systems as well. For instance, a Koszul connection in a
vector bundle In mathematics, a vector bundle is a topological construction that makes precise the idea of a family of vector spaces parameterized by another space X (for example X could be a topological space, a manifold, or an algebraic variety): to eve ...
also allows for the parallel transport of vectors in much the same way as with a covariant derivative. An Ehresmann or Cartan connection supplies a ''lifting of curves'' from the manifold to the total space of a
principal bundle In mathematics, a principal bundle is a mathematical object that formalizes some of the essential features of the Cartesian product X \times G of a space X with a group G. In the same way as with the Cartesian product, a principal bundle P is equ ...
. Such curve lifting may sometimes be thought of as the parallel transport of reference frames.


Parallel transport of tangent vectors

Let M be a
smooth manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One may ...
. For each point p \in M, there is an associated vector space T_pM called the
tangent space In mathematics, the tangent space of a manifold is a generalization of to curves in two-dimensional space and to surfaces in three-dimensional space in higher dimensions. In the context of physics the tangent space to a manifold at a point can be ...
of M at p. Vectors in T_pM are thought of as the vectors tangent to M at p. A
Riemannian metric In differential geometry, a Riemannian manifold is a geometric space on which many geometric notions such as distance, angles, length, volume, and curvature are defined. Euclidean space, the N-sphere, n-sphere, hyperbolic space, and smooth surf ...
g on M assigns to each p a positive-definite inner product g_p : T_pM \times T_pM \to \mathbf R in a smooth way. A smooth manifold M endowed with a Riemannian metric g is a
Riemannian manifold In differential geometry, a Riemannian manifold is a geometric space on which many geometric notions such as distance, angles, length, volume, and curvature are defined. Euclidean space, the N-sphere, n-sphere, hyperbolic space, and smooth surf ...
, denoted (M,g). Let x^1,\ldots,x^n denote the standard coordinates on \mathbf R^n. The Euclidean metric g^\text is given by : g^\text = (dx^1)^2 + \cdots + (dx^n)^2. Euclidean space is the Riemannian manifold (\mathbf R^n,g^\text). In Euclidean space, all tangent spaces are canonically identified with each other via translation, so it is easy to move vectors from one tangent space to another. Parallel transport of tangent vectors is a way of moving vectors from one tangent space to another along a curve in the setting of a general Riemannian manifold. Note that while the vectors are in the tangent space of the manifold, they might not be in the tangent space of the curve they are being transported along. An affine connection on a Riemannian manifold is a way of differentiating vector fields with respect to other vector fields. A Riemannian manifold has a natural choice of affine connection called the
Levi-Civita connection In Riemannian or pseudo-Riemannian geometry (in particular the Lorentzian geometry of general relativity), the Levi-Civita connection is the unique affine connection on the tangent bundle of a manifold that preserves the ( pseudo-) Riemannian ...
. Given a fixed affine connection on a Riemannian manifold, there is a unique way to do parallel transport of tangent vectors. Different choices of affine connections will lead to different systems of parallel transport.


Precise definition

Let M be a manifold with an affine connection \nabla. Then a vector field X is said to be parallel if for any vector field Y, \nabla_YX=0. Intuitively speaking, parallel vector fields have ''all their
derivative In mathematics, the derivative is a fundamental tool that quantifies the sensitivity to change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is t ...
s equal to zero'' and are therefore in some sense ''constant''. By evaluating a parallel vector field at two points x and y, an identification between a tangent vector at x and one at y is obtained. Such tangent vectors are said to be parallel transports of each other. More precisely, if \gamma:I\rightarrow M is a smooth curve parametrized by an interval ,b/math> and \xi\in T_xM, where x=\gamma(a), then a
vector field In vector calculus and physics, a vector field is an assignment of a vector to each point in a space, most commonly Euclidean space \mathbb^n. A vector field on a plane can be visualized as a collection of arrows with given magnitudes and dire ...
X along \gamma (and in particular, the value of this vector field at y=\gamma(b)) is called the parallel transport of \xi along \gamma if #\nabla_X=0, for all t\in ,b/math> #X_=\xi. Formally, the first condition means that X is parallel with respect to the pullback connection on the pullback bundle \gamma^* TM. However, in a local trivialization it is a first-order system of linear ordinary differential equations, which has a unique solution for any initial condition given by the second condition (for instance, by the Picard–Lindelöf theorem). The parallel transport of X \in T_ M to the tangent space T_ M along the curve \gamma : ,1\to M is denoted by \Gamma(\gamma)_s^t X. The map : \Gamma(\gamma)_s^t : T_ M \to T_ M is linear. In fact, it is an isomorphism. Let \overline\gamma : ,1\to M be the inverse curve \overline\gamma(t) = \gamma(1-t). Then \Gamma(\overline\gamma)_t^s is the inverse of \Gamma(\gamma)_s^t. To summarize, parallel transport provides a way of moving tangent vectors along a curve using the affine connection to keep them "pointing in the same direction" in an intuitive sense, and this provides a
linear isomorphism In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pr ...
between the tangent spaces at the two ends of the curve. The isomorphism obtained in this way will in general depend on the choice of the curve. If it does not, then parallel transport along every curve can be used to define parallel vector fields on , which can only happen if the curvature of is zero. A linear isomorphism is determined by its action on an ordered basis or frame. Hence parallel transport can also be characterized as a way of transporting elements of the (tangent)
frame bundle In mathematics, a frame bundle is a principal fiber bundle F(E) associated with any vector bundle ''E''. The fiber of F(E) over a point ''x'' is the set of all ordered bases, or ''frames'', for ''E_x''. The general linear group acts naturally on ...
along a curve. In other words, the affine connection provides a lift of any curve in to a curve in .


Examples

The images below show parallel transport induced by the Levi-Civita connection associated to two different Riemannian metrics on the punctured plane \mathbf R^2 \backslash \. The curve the parallel transport is done along is the unit circle. In
polar coordinates In mathematics, the polar coordinate system specifies a given point (mathematics), point in a plane (mathematics), plane by using a distance and an angle as its two coordinate system, coordinates. These are *the point's distance from a reference ...
, the metric on the left is the standard Euclidean metric dx^2 + dy^2 = dr^2 + r^2 d\theta^2, while the metric on the right is dr^2 + d\theta^2. This second metric has a singularity at the origin, so it does not extend past the puncture, but the first metric extends to the entire plane. Warning: This is parallel transport on the punctured plane ''along'' the unit circle, not parallel transport ''on'' the unit circle. Indeed, in the first image, the vectors fall outside of the tangent space to the unit circle. Since the first metric has zero curvature, the transport between two points along the circle could be accomplished along any other curve as well. However, the second metric has non-zero curvature, and the circle is a
geodesic In geometry, a geodesic () is a curve representing in some sense the locally shortest path ( arc) between two points in a surface, or more generally in a Riemannian manifold. The term also has meaning in any differentiable manifold with a conn ...
, so that its field of tangent vectors is parallel.


Metric connection

A
metric connection In mathematics, a metric connection is a connection (vector bundle), connection in a vector bundle ''E'' equipped with a bundle metric; that is, a metric for which the inner product of any two vectors will remain the same when those vectors are p ...
is any connection whose parallel transport mappings preserve the Riemannian metric, that is, for any curve \gamma and any two vectors X, Y \in T_M, :\langle\Gamma(\gamma)_s^tX,\Gamma(\gamma)_s^tY\rangle_=\langle X,Y\rangle_. Taking the derivative at ''t'' = 0, the operator ∇ satisfies a product rule with respect to the metric, namely :Z\langle X,Y\rangle = \langle \nabla_ZX,Y\rangle + \langle X,\nabla_Z Y\rangle.


Relationship to geodesics

An affine connection distinguishes a class of curves called (affine)
geodesic In geometry, a geodesic () is a curve representing in some sense the locally shortest path ( arc) between two points in a surface, or more generally in a Riemannian manifold. The term also has meaning in any differentiable manifold with a conn ...
s. A smooth curve \gamma:I\rightarrow M is an affine geodesic if \dot\gamma is parallel transported along \gamma, that is :\Gamma(\gamma)_s^t\dot\gamma(s) = \dot\gamma(t).\, Taking the derivative with respect to time, this takes the more familiar form :\nabla_\dot\gamma = 0.\, If \nabla is a metric connection, then the affine geodesics are the usual
geodesic In geometry, a geodesic () is a curve representing in some sense the locally shortest path ( arc) between two points in a surface, or more generally in a Riemannian manifold. The term also has meaning in any differentiable manifold with a conn ...
s of Riemannian geometry and are the locally distance minimizing curves. More precisely, first note that if \gamma:I\rightarrow M, where I is an open interval, is a geodesic, then the norm of \dot\gamma is constant on I. Indeed, :\frac\langle\dot\gamma(t),\dot\gamma(t)\rangle = 2\langle\nabla_\dot\gamma(t),\dot\gamma(t)\rangle =0. It follows from an application of Gauss's lemma that if A is the norm of \dot\gamma(t) then the distance, induced by the metric, between two ''close enough'' points on the curve \gamma, say \gamma(t_1) and \gamma(t_2), is given by \mbox\big(\gamma(t_1),\gamma(t_2)\big) = A, t_1 - t_2, . The formula above might not be true for points which are not close enough since the geodesic might for example wrap around the manifold (e.g. on a sphere).


Parallel transport on a vector bundle

Parallel transport of tangent vectors is a special case of a more general construction involving an arbitrary
vector bundle In mathematics, a vector bundle is a topological construction that makes precise the idea of a family of vector spaces parameterized by another space X (for example X could be a topological space, a manifold, or an algebraic variety): to eve ...
E. Specifically, parallel transport of tangent vectors is the case where E is the
tangent bundle A tangent bundle is the collection of all of the tangent spaces for all points on a manifold, structured in a way that it forms a new manifold itself. Formally, in differential geometry, the tangent bundle of a differentiable manifold M is ...
TM. Let ''M'' be a smooth manifold. Let ''E'' → ''M'' be a vector bundle with connection ∇ and ''γ'': ''I'' → ''M'' a smooth curve parameterized by an open interval ''I''. A section X of E along ''γ'' is called parallel if :\nabla_X=0\textt \in I.\, In the case when E is the tangent bundle whereby X is a tangent vector field, this expression means that, for every t in the interval, tangent vectors in X are "constant" (the derivative vanishes) when an infinitesimal displacement from \gamma(t) in the direction of the tangent vector \dot(t) is done. Suppose we are given an element ''e''0 ∈ ''E''''P'' at ''P'' = ''γ''(0) ∈ ''M'', rather than a section. The parallel transport of ''e''0 along ''γ'' is the extension of ''e''0 to a parallel ''section'' ''X'' on ''γ''. More precisely, ''X'' is the unique part of ''E'' along ''γ'' such that #\nabla_ X = 0 #X_ = e_0. Note that in any given coordinate patch, (1) defines an
ordinary differential equation In mathematics, an ordinary differential equation (ODE) is a differential equation (DE) dependent on only a single independent variable (mathematics), variable. As with any other DE, its unknown(s) consists of one (or more) Function (mathematic ...
, with the initial condition given by (2). Thus the Picard–Lindelöf theorem guarantees the existence and uniqueness of the solution. Thus the connection ∇ defines a way of moving elements of the fibers along a curve, and this provides
linear isomorphism In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pr ...
s between the fibers at points along the curve: :\Gamma(\gamma)_s^t : E_ \rightarrow E_ from the vector space lying over γ(''s'') to that over γ(''t''). This isomorphism is known as the parallel transport map associated to the curve. The isomorphisms between fibers obtained in this way will, in general, depend on the choice of the curve: if they do not, then parallel transport along every curve can be used to define parallel sections of ''E'' over all of ''M''. This is only possible if the
curvature In mathematics, curvature is any of several strongly related concepts in geometry that intuitively measure the amount by which a curve deviates from being a straight line or by which a surface deviates from being a plane. If a curve or su ...
of ∇ is zero. In particular, parallel transport around a closed curve starting at a point ''x'' defines an
automorphism In mathematics, an automorphism is an isomorphism from a mathematical object to itself. It is, in some sense, a symmetry of the object, and a way of mapping the object to itself while preserving all of its structure. The set of all automorphism ...
of the tangent space at ''x'' which is not necessarily trivial. The parallel transport automorphisms defined by all closed curves based at ''x'' form a transformation group called the holonomy group of ∇ at ''x''. There is a close relation between this group and the value of the curvature of ∇ at ''x''; this is the content of the Ambrose–Singer holonomy theorem.


Recovering the connection from the parallel transport

Given a covariant derivative ∇, the parallel transport along a curve γ is obtained by integrating the condition \scriptstyle. Conversely, if a suitable notion of parallel transport is available, then a corresponding connection can be obtained by differentiation. This approach is due, essentially, to ; see . also adopts this approach. Consider an assignment to each curve γ in the manifold a collection of mappings :\Gamma(\gamma)_s^t : E_ \rightarrow E_ such that # \Gamma(\gamma)_s^s = Id, the identity transformation of ''E''γ(s). # \Gamma(\gamma)_u^t\circ\Gamma(\gamma)_s^u = \Gamma(\gamma)_s^t. # The dependence of Γ on γ, ''s'', and ''t'' is "smooth." The notion of smoothness in condition 3. is somewhat difficult to pin down (see the discussion below of parallel transport in fibre bundles). In particular, modern authors such as Kobayashi and Nomizu generally view the parallel transport of the connection as coming from a connection in some other sense, where smoothness is more easily expressed. Nevertheless, given such a rule for parallel transport, it is possible to recover the associated infinitesimal connection in ''E'' as follows. Let γ be a differentiable curve in ''M'' with initial point γ(0) and initial tangent vector ''X'' = γ′(0). If ''V'' is a section of ''E'' over γ, then let :\nabla_X V = \lim_\frac = \left.\frac\Gamma(\gamma)_t^0V_\_. This defines the associated infinitesimal connection ∇ on ''E''. One recovers the same parallel transport Γ from this infinitesimal connection.


Generalizations

The parallel transport can be defined in greater generality for other types of connections, not just those defined in a vector bundle. One generalization is for principal connections . Let ''P'' → ''M'' be a
principal bundle In mathematics, a principal bundle is a mathematical object that formalizes some of the essential features of the Cartesian product X \times G of a space X with a group G. In the same way as with the Cartesian product, a principal bundle P is equ ...
over a manifold ''M'' with structure
Lie group In mathematics, a Lie group (pronounced ) is a group (mathematics), group that is also a differentiable manifold, such that group multiplication and taking inverses are both differentiable. A manifold is a space that locally resembles Eucli ...
''G'' and a principal connection ω. As in the case of vector bundles, a principal connection ω on ''P'' defines, for each curve γ in ''M'', a mapping :\Gamma(\gamma)_s^t : P_ \rightarrow P_ from the fibre over γ(''s'') to that over γ(''t''), which is an isomorphism of
homogeneous space In mathematics, a homogeneous space is, very informally, a space that looks the same everywhere, as you move through it, with movement given by the action of a group. Homogeneous spaces occur in the theories of Lie groups, algebraic groups and ...
s: i.e. \Gamma_ gu = g\Gamma_ for each ''g''∈''G''. Further generalizations of parallel transport are also possible. In the context of Ehresmann connections, where the connection depends on a special notion of " horizontal lifting" of tangent spaces, one can define parallel transport via horizontal lifts. Cartan connections are Ehresmann connections with additional structure which allows the parallel transport to be thought of as a map "rolling" a certain model space along a curve in the manifold. This rolling is called
development Development or developing may refer to: Arts *Development (music), the process by which thematic material is reshaped * Photographic development *Filmmaking, development phase, including finance and budgeting * Development hell, when a proje ...
.


Approximation: Schild's ladder

Parallel transport can be discretely approximated by Schild's ladder, which takes finite steps along a curve, and approximates Levi-Civita parallelogramoids by approximate
parallelogram In Euclidean geometry, a parallelogram is a simple polygon, simple (non-list of self-intersecting polygons, self-intersecting) quadrilateral with two pairs of Parallel (geometry), parallel sides. The opposite or facing sides of a parallelogram a ...
s.


See also

* Basic introduction to the mathematics of curved spacetime *
Connection (mathematics) In geometry, the notion of a connection makes precise the idea of transporting local geometric objects, such as Tangent vector, tangent vectors or Tensor, tensors in the tangent space, along a curve or family of curves in a ''parallel'' and consist ...
* Development (differential geometry) * Affine connection *
Covariant derivative In mathematics and physics, covariance is a measure of how much two variables change together, and may refer to: Statistics * Covariance matrix, a matrix of covariances between a number of variables * Covariance or cross-covariance between ...
* Geodesic (general relativity) * Geometric phase * Lie derivative * Schild's ladder * Levi-Civita parallelogramoid * parallel curve, similarly named, but different notion


Notes


Citations


References

* * * ; Volume 2, . * * *


External links


Spherical Geometry Demo
An applet demonstrating parallel transport of tangent vectors on a sphere. {{tensors Riemannian geometry Connection (mathematics)