“Laplace–Beltrami operator”的意思、由来-开放百科全书

In differential geometry, the Laplace operator, named after Pierre-Simon Laplace, can be generalized to operate on functions defined on surfaces in Euclidean space and, more generally, on Riemannian and pseudo-Riemannian manifolds. This more general operator goes by the name Laplace–Beltrami operator, after Laplace and Eugenio Beltrami. Like the Laplacian, the Laplace–Beltrami operator is defined as the divergence of the gradient, and is a linear operator taking functions into functions. The operator can be extended to operate on tensors as the divergence of the covariant derivative. Alternatively, the operator can be generalized to operate on differential forms using the divergence and exterior derivative. The resulting operator is called the Laplace–de Rham operator (named after Georges de Rham).

Details

The Laplace–Beltrami operator, like the Laplacian, is the divergence of the gradient:

Suppose first that M is an oriented Riemannian manifold. The orientation allows one to specify a definite volume form on M, given in an oriented coordinate system xⁱ by

Here {{nowrap|1={{!}}g{{!}} := {{!}}det(g_ij){{!}}}} is the absolute value of the determinant of the metric tensor g_ij.

The divergence of a vector field X on the manifold is then defined as the scalar function with the property

where L_X is the Lie derivative along the vector field X. In local coordinates, one obtains

where the Einstein notation is implied, so that the repeated index i is summed over.

The gradient of a scalar function ƒ is the vector field grad f that may be defined through the inner product

on the manifold, as

for all vectors v_x anchored at point x in the tangent space T_xM of the manifold at point x. Here, dƒ is the exterior derivative of the function ƒ; it is a 1-form taking argument v_x. In local coordinates, one has

where g^ij are the components of the inverse of the metric tensor, so that {{nowrap|1=g^ijg_jk = δⁱ_k}} with δⁱ_k the Kronecker delta.

Combining the definitions of the gradient and divergence, the formula for the Laplace–Beltrami operator applied to a scalar function ƒ is, in local coordinates

If M is not oriented, then the above calculation carries through exactly as presented, except that the volume form must instead be replaced by a volume element (a density rather than a form). Neither the gradient nor the divergence actually depends on the choice of orientation, and so the Laplace–Beltrami operator itself does not depend on this additional structure.

Formal self-adjointness

The exterior derivative d and −∇ . are formal adjoints, in the sense that for ƒ a compactly supported function

for all compactly supported functions ƒ and h. Conversely, ({{EquationRef|2}}) characterizes the Laplace–Beltrami operator completely, in the sense that it is the only operator with this property.

As a consequence, the Laplace–Beltrami operator is negative and formally self-adjoint, meaning that for compactly supported functions ƒ and h,

Because the Laplace–Beltrami operator, as defined in this manner, is negative rather than positive, often it is defined with the opposite sign.

Eigenvalues of the Laplace–Beltrami operator (Lichnerowicz–Obata theorem)

Let M denote a compact Riemannian manifold without boundary. We want to consider the eigenvalue equation,

is the eigenfunction associated to the eigenvalue

. It can be shown using the self-adjointness proved above that the eigenvalues

are real. The compactness of the manifold M allows one to show that the eigenvalues are discrete and furthermore, the vector space of eigenfunctions associated to a given eigenvalue

, i.e. the eigenspaces are all finite-dimensional. Notice by taking the constant function as an eigenfunction, we get

is an eigenvalue. Also since we have considered

an integration by parts shows that

. More precisely if we multiply the eigenvalue eqn. through by the eigenfunction

and integrate the resulting eqn. on

we get( using the notation

)

Performing an integration by parts or what is the same thing as using the divergence theorem on the term on the left, and since

has no boundary we get

A fundamental result of Andre Lichnerowicz ^[1] states that: Given a compact n-dimensional Riemannian manifold with no boundary with

. Assume the Ricci curvature satisfies the lower bound:

where

is the metric tensor and

is any tangent vector on the manifold

. Then the first positive eigenvalue

of the eigenvalue equation satisfies the lower bound:

This lower bound is sharp and achieved on the sphere

. In fact on

the eigenspace for

is three dimensional and spanned by the restriction of the coordinate functions

from

. Using spherical coordinates

, on

the two dimensional sphere, set

Thus the lower bound in Lichnerowicz's theorem is achieved at least in two dimensions.

Conversely it was proved by Morio Obata,^[2] that if the n-dimensional compact Riemannian manifold without boundary were such that for the first positive eigenvalue

one has,

then the manifold is isometric to the n-dimensional sphere

, the sphere of radius

. Proofs of all these statements may be found in the book by Isaac Chavel.^[3] Analogous sharp bounds also hold for other Geometries and for certain degenerate Laplacians associated to these geometries like the Kohn Laplacian ( after Joseph J. Kohn) on a compact CR manifold. Applications there are to the global embedding of such CR manifolds in

^[4]

Tensor Laplacian

The Laplace–Beltrami operator can be written using the trace (or contraction) of the iterated covariant derivative associated with the Levi-Civita connection. The Hessian (tensor) of a function

is the symmetric 2-tensor

Let X_i be a basis of tangent vector fields (not necessarily induced by a coordinate system). Then the components of Hess f are given by

This is easily seen to transform tensorially, since it is linear in each of the arguments X_i, X_j. The Laplace–Beltrami operator is then the trace (or contraction) of the Hessian with respect to the metric:

provided it is understood implicitly that this trace is in fact the trace of the Hessian tensor.

Because the covariant derivative extends canonically to arbitrary tensors, the Laplace–Beltrami operator defined on a tensor T by

Laplace–de Rham operator

More generally, one can define a Laplacian differential operator on sections of the bundle of differential forms on a pseudo-Riemannian manifold. On a Riemannian manifold it is an elliptic operator, while on a Lorentzian manifold it is hyperbolic. The Laplace–de Rham operator is defined by

where d is the exterior derivative or differential and δ is the codifferential, acting as {{nowrap|1=(−1)^kn+n+1∗d∗}} on k-forms, where ∗ is the Hodge star.

When computing the Laplace–Beltrami operator on a scalar function f, we have {{nowrap|1=δf = 0}}, so that

Up to an overall sign, the Laplace–de Rham operator is equivalent to the previous definition of the Laplace–Beltrami operator when acting on a scalar function; see the proof for details. On functions, the Laplace–de Rham operator is actually the negative of the Laplace–Beltrami operator, as the conventional normalization of the codifferential assures that the Laplace–de Rham operator is (formally) positive definite, whereas the Laplace–Beltrami operator is typically negative. The sign is merely a convention, and both are common in the literature. The Laplace–de Rham operator differs more significantly from the tensor Laplacian restricted to act on skew-symmetric tensors. Apart from the incidental sign, the two operators differ by a Weitzenböck identity that explicitly involves the Ricci curvature tensor.

Examples

In the usual (orthonormal) Cartesian coordinates xⁱ on Euclidean space, the metric is reduced to the Kronecker delta, and one therefore has

. Consequently, in this case

which is the ordinary Laplacian. In curvilinear coordinates, such as spherical or cylindrical coordinates, one obtains alternative expressions.

Similarly, the Laplace–Beltrami operator corresponding to the Minkowski metric with signature {{nowrap|(− + + +)}} is the d'Alembertian.

The spherical Laplacian is the Laplace–Beltrami operator on the {{nowrap|(n − 1)}}-sphere with its canonical metric of constant sectional curvature 1. It is convenient to regard the sphere as isometrically embedded into Rⁿ as the unit sphere centred at the origin. Then for a function f on Sⁿ⁻¹, the spherical Laplacian is defined by

where f(x/|x|) is the degree zero homogeneous extension of the function f to Rⁿ − {0}, and

is the Laplacian of the ambient Euclidean space. Concretely, this is implied by the well-known formula for the Euclidean Laplacian in spherical polar coordinates:

More generally, one can formulate a similar trick using the normal bundle to define the Laplace–Beltrami operator of any Riemannian manifold isometrically embedded as a hypersurface of Euclidean space.

One can also give an intrinsic description of the Laplace–Beltrami operator on the sphere in a normal coordinate system. Let {{nowrap|(ϕ, ξ)}} be spherical coordinates on the sphere with respect to a particular point p of the sphere (the "north pole"), that is geodesic polar coordinates with respect to p. Here ϕ represents the latitude measurement along a unit speed geodesic from p, and ξ a parameter representing the choice of direction of the geodesic in Sⁿ⁻¹. Then the spherical Laplacian has the form:

where

is the Laplace–Beltrami operator on the ordinary unit {{nowrap|(n − 2)}}-sphere. In particular, for the ordinary 2-sphere using standard notation for polar coordinates we get:

A similar technique works in hyperbolic space. Here the hyperbolic space Hⁿ⁻¹ can be embedded into the n dimensional Minkowski space, a real vector space equipped with the quadratic form

Here

is the degree zero homogeneous extension of f to the interior of the future null cone and {{math|□}} is the wave operator

The operator can also be written in polar coordinates. Let {{nowrap|(t, ξ)}} be spherical coordinates on the sphere with respect to a particular point p of Hⁿ⁻¹ (say, the center of the Poincaré disc). Here t represents the hyperbolic distance from p and ξ a parameter representing the choice of direction of the geodesic in Sⁿ⁻². Then the hyperbolic Laplacian has the form:

where

is the Laplace–Beltrami operator on the ordinary unit (n − 2)-sphere. In particular, for the hyperbolic plane using standard notation for polar coordinates we get:

Details

Formal self-adjointness

Eigenvalues of the Laplace–Beltrami operator (Lichnerowicz–Obata theorem)

Tensor Laplacian

Laplace–de Rham operator

Examples

See also

Notes

References