
In
Riemannian geometry
Riemannian geometry is the branch of differential geometry that studies Riemannian manifolds, defined as manifold, smooth manifolds with a ''Riemannian metric'' (an inner product on the tangent space at each point that varies smooth function, smo ...
, an exponential map is a map from a subset of a
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 ...
T
''p''''M'' of 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 ...
(or
pseudo-Riemannian manifold
In mathematical physics, a pseudo-Riemannian manifold, also called a semi-Riemannian manifold, is a differentiable manifold with a metric tensor that is everywhere nondegenerate. This is a generalization of a Riemannian manifold in which the ...
) ''M'' to ''M'' itself. The (pseudo) Riemannian metric determines a canonical affine connection, and the exponential map of the (pseudo) Riemannian manifold is given by the exponential map of this connection.
Definition
Let be a
differentiable 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 ...
and a point of . An
affine connection
In differential geometry, an affine connection is a geometric object on a smooth manifold which ''connects'' nearby tangent spaces, so it permits tangent vector fields to be differentiated as if they were functions on the manifold with values i ...
on allows one to define the notion of a
straight line
In geometry, a straight line, usually abbreviated line, is an infinitely long object with no width, depth, or curvature, an idealization of such physical objects as a straightedge, a taut string, or a ray of light. Lines are spaces of dimens ...
through the point .
[A source for this section is , which uses the term "linear connection" where we use "affine connection" instead.]
Let be a
tangent vector
In mathematics, a tangent vector is a vector that is tangent to a curve or surface at a given point. Tangent vectors are described in the differential geometry of curves in the context of curves in R''n''. More generally, tangent vectors are ...
to the manifold at . Then there is a unique
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 ...
:
,1→ satisfying with initial tangent vector . The corresponding exponential map is defined by . In general, the exponential map is only ''locally defined'', that is, it only takes a small neighborhood of the origin at , to a neighborhood of in the manifold. This is because it relies on the theorem of
existence and uniqueness for
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 ...
s which is local in nature. An affine connection is called complete if the exponential map is well-defined at every point of 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 ...
.
Properties
Intuitively speaking, the exponential map takes a given tangent vector to the manifold, runs along the geodesic starting at that point and goes in that direction, for one unit of time. Since ''v'' corresponds to the velocity vector of the geodesic, the actual (Riemannian) distance traveled will be dependent on that. We can also reparametrize geodesics to be unit speed, so equivalently we can define exp
''p''(''v'') = β(, ''v'', ) where β is the unit-speed geodesic (geodesic parameterized by arc length) going in the direction of ''v''. As we vary the tangent vector ''v'' we will get, when applying exp
''p'', different points on ''M'' which are within some distance from the base point ''p''—this is perhaps one of the most concrete ways of demonstrating that the tangent space to a manifold is a kind of "linearization" of the manifold.
The
Hopf–Rinow theorem
The Hopf–Rinow theorem is a set of statements about the geodesic completeness of Riemannian manifolds. It is named after Heinz Hopf and his student Willi Rinow, who published it in 1931. Stefan Cohn-Vossen extended part of the Hopf–Rinow the ...
asserts that it is possible to define the exponential map on the whole tangent space if and only if the manifold is complete as a
metric space
In mathematics, a metric space is a Set (mathematics), set together with a notion of ''distance'' between its Element (mathematics), elements, usually called point (geometry), points. The distance is measured by a function (mathematics), functi ...
(which justifies the usual term geodesically complete for a manifold having an exponential map with this property). In particular,
compact
Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to:
* Interstate compact, a type of agreement used by U.S. states
* Blood compact, an ancient ritual of the Philippines
* Compact government, a t ...
manifolds are geodesically complete. However even if exp
''p'' is defined on the whole tangent space, it will in general not be a global
diffeomorphism
In mathematics, a diffeomorphism is an isomorphism of differentiable manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are continuously differentiable.
Definit ...
. However, its differential at the origin of the tangent space is the
identity map
Graph of the identity function on the real numbers
In mathematics, an identity function, also called an identity relation, identity map or identity transformation, is a function that always returns the value that was used as its argument, unc ...
and so, by the
inverse function theorem
In mathematics, the inverse function theorem is a theorem that asserts that, if a real function ''f'' has a continuous derivative near a point where its derivative is nonzero, then, near this point, ''f'' has an inverse function. The inverse fu ...
we can find a neighborhood of the origin of T
''p''''M'' on which the exponential map is an embedding (i.e., the exponential map is a local diffeomorphism). The radius of the largest ball about the origin in T
''p''''M'' that can be mapped diffeomorphically via exp
''p'' is called the
injectivity radius of ''M'' at ''p''. The
cut locus
In differential geometry, the cut locus of a point on a manifold is the closure of the set of all other points on the manifold that are connected to by two or more distinct shortest geodesics. More generally, the cut locus of a closed set on ...
of the exponential map is, roughly speaking, the set of all points where the exponential map fails to have a unique minimum.
An important property of the exponential map is the following
lemma of Gauss (yet another
Gauss's lemma): given any tangent vector ''v'' in the domain of definition of exp
''p'', and another vector ''w'' based at the tip of ''v'' (hence ''w'' is actually in the
double-tangent space T
''v''(T
''p''''M'')) and orthogonal to ''v'', ''w'' remains orthogonal to ''v'' when pushed forward via the exponential map. This means, in particular, that the boundary sphere of a small ball about the origin in T
''p''''M'' is orthogonal to the geodesics in ''M'' determined by those vectors (i.e., the geodesics are ''radial''). This motivates the definition of
geodesic normal coordinates on a Riemannian manifold.
The exponential map is also useful in relating the
abstract definition of curvature to the more concrete realization of it originally conceived by Riemann himself—the
sectional curvature
In Riemannian geometry, the sectional curvature is one of the ways to describe the curvature of Riemannian manifolds. The sectional curvature ''K''(σ''p'') depends on a two-dimensional linear subspace σ''p'' of the tangent space at a po ...
is intuitively defined as the
Gaussian curvature
In differential geometry, the Gaussian curvature or Gauss curvature of a smooth Surface (topology), surface in three-dimensional space at a point is the product of the principal curvatures, and , at the given point:
K = \kappa_1 \kappa_2.
For ...
of some surface (i.e., a slicing of the manifold by a 2-dimensional submanifold) through the point ''p'' in consideration. Via the exponential map, it now can be precisely defined as the Gaussian curvature of a surface through ''p'' determined by the image under exp
''p'' of a 2-dimensional subspace of T
''p''''M''.
Relationships to exponential maps in Lie theory
In the case of Lie groups with a bi-invariant metric—a pseudo-Riemannian metric invariant under both left and right translation—the exponential maps of the pseudo-Riemannian structure are the same as the
exponential maps of the Lie group. In general, Lie groups do not have a bi-invariant metric, though all connected semi-simple (or reductive) Lie groups do. The existence of a bi-invariant ''Riemannian'' metric is stronger than that of a pseudo-Riemannian metric, and implies that the Lie algebra is the Lie algebra of a compact Lie group; conversely, any compact (or abelian) Lie group has such a Riemannian metric.
Take the example that gives the "honest" exponential map. Consider the
positive real numbers
In mathematics, the set of positive real numbers, \R_ = \left\, is the subset of those real numbers that are greater than zero. The non-negative real numbers, \R_ = \left\, also include zero. Although the symbols \R_ and \R^ are ambiguously used fo ...
R
+, a Lie group under the usual multiplication. Then each tangent space is just R. On each copy of R at the point ''y'', we introduce the modified inner product
multiplying them as usual real numbers but scaling by ''y''
2 (this is what makes the metric left-invariant, for left multiplication by a factor will just pull out of the inner product, twice — canceling the square in the denominator).
Consider the point 1 ∈ R
+, and ''x'' ∈ R an element of the tangent space at 1. The usual straight line emanating from 1, namely ''y''(''t'') = 1 + ''xt'' covers the same path as a geodesic, of course, except we have to reparametrize so as to get a curve with constant speed ("constant speed", remember, is not going to be the ordinary constant speed, because we're using this funny metric). To do this we reparametrize by arc length (the integral of the length of the tangent vector in the norm
induced by the modified metric):
and after inverting the function to obtain as a function of , we substitute and get
Now using the unit speed definition, we have
giving the expected ''e''
''x''.
The Riemannian distance defined by this is simply
See also
*
List of exponential topics {{Short description, none
This is a list of exponential topics, by Wikipedia page. See also list of logarithm topics.
* Accelerating change
* Mental calculation, Approximating natural exponents (log base e)
* Artin–Hasse exponential Talk:Artin–H ...
Notes
References
* . See Chapter 1, Sections 2 and 3.
* . See Chapter 3.
*
* .
* .
{{DEFAULTSORT:Exponential Map
Differential geometry
Riemannian geometry