Ricci curvature explained
In differential geometry, the Ricci curvature tensor, named after Gregorio Ricci-Curbastro, is a geometric object which is determined by a choice of Riemannian or pseudo-Riemannian metric on a manifold. It can be considered, broadly, as a measure of the degree to which the geometry of a given metric tensor differs locally from that of ordinary Euclidean space or pseudo-Euclidean space.
The Ricci tensor can be characterized by measurement of how a shape is deformed as one moves along geodesics in the space. In general relativity, which involves the pseudo-Riemannian setting, this is reflected by the presence of the Ricci tensor in the Raychaudhuri equation. Partly for this reason, the Einstein field equations propose that spacetime can be described by a pseudo-Riemannian metric, with a strikingly simple relationship between the Ricci tensor and the matter content of the universe.
Like the metric tensor, the Ricci tensor assigns to each tangent space of the manifold a symmetric bilinear form .[1] Broadly, one could analogize the role of the Ricci curvature in Riemannian geometry to that of the Laplacian in the analysis of functions; in this analogy, the Riemann curvature tensor, of which the Ricci curvature is a natural by-product, would correspond to the full matrix of second derivatives of a function. However, there are other ways to draw the same analogy.
In three-dimensional topology, the Ricci tensor contains all of the information which in higher dimensions is encoded by the more complicated Riemann curvature tensor. In part, this simplicity allows for the application of many geometric and analytic tools, which led to the solution of the Poincaré conjecture through the work of Richard S. Hamilton and Grigori Perelman.
In differential geometry, lower bounds on the Ricci tensor on a Riemannian manifold allow one to extract global geometric and topological information by comparison (cf. comparison theorem) with the geometry of a constant curvature space form. This is since lower bounds on the Ricci tensor can be successfully used in studying the length functional in Riemannian geometry, as first shown in 1941 via Myers's theorem.
One common source of the Ricci tensor is that it arises whenever one commutes the covariant derivative with the tensor Laplacian. This, for instance, explains its presence in the Bochner formula, which is used ubiquitously in Riemannian geometry. For example, this formula explains why the gradient estimates due to Shing-Tung Yau (and their developments such as the Cheng-Yau and Li-Yau inequalities) nearly always depend on a lower bound for the Ricci curvature.
In 2007, John Lott, Karl-Theodor Sturm, and Cedric Villani demonstrated decisively that lower bounds on Ricci curvature can be understood entirely in terms of the metric space structure of a Riemannian manifold, together with its volume form.[2] This established a deep link between Ricci curvature and Wasserstein geometry and optimal transport, which is presently the subject of much research.
Definition
Suppose that
is an
-dimensional
Riemannian or
pseudo-Riemannian manifold, equipped with its
Levi-Civita connection
. The
Riemann curvature of
is a map whichtakes smooth vector fields
,
, and
, and returns the vector field
on
vector fields
. Since
is a tensor field, for each point
, it gives rise to a (multilinear) map:
Define for each point
the map
\operatorname{Ric}p:TpM x TpM\toR
by
That is, having fixed
and
, then for any orthonormal basis
of the vector space
, one has
It is a standard exercise of (multi)linearalgebra to verify that this definition does not depend on the choice of the basis
.
In abstract index notation,
Sign conventions. Note that some sources define
to be what would here be called
they would then define
as
-\operatorname{tr}(X\mapsto\operatorname{R}p(X,Y)Z).
Although sign conventions differ about the Riemann tensor, they do not differ about the Ricci tensor.
Definition via local coordinates on a smooth manifold
Let
be a smooth
Riemannianor
pseudo-Riemannian
-manifold. Given a smooth chart
one then has functions
and
for each
which satisfy
for all
. The latter shows that, expressed asmatrices,
.The functions
are defined by evaluating
on coordinate vector fields, while the functions
are defined sothat, as a matrix-valued function, they provide an inverse to the matrix-valued function
.
Now define, for each
,
,
,
, and
between 1 and
, the functions
as maps
.
Now let
and
be two smooth charts with
.Let
be the functions computed as above via the chart
and let
be the functions computed as above via the chart
.Then one can check by a calculation with the chain rule and the product rule that
where
is the first derivative along
th directionof
.This shows that the following definition does not depend on the choice of
.For any
, define a bilinear map
\operatorname{Ric}p:TpM x TpM → R
by
where
and
are the components of the tangent vectors at
in
and
relative to the coordinate vector fields of
.
It is common to abbreviate the above formal presentation in the following style:
The final line includes the demonstration that the bilinear map Ric is well-defined, which is much easier to write out with the informal notation.
Comparison of the definitions
The two above definitions are identical. The formulas defining
and
in the coordinate approach have an exact parallel in the formulas defining the Levi-Civita connection, and the Riemann curvature via the Levi-Civita connection. Arguably, the definitions directly using local coordinates are preferable, since the "crucial property" of the Riemann tensor mentioned above requires
to be Hausdorff in order to hold. By contrast, the local coordinate approach only requires a smooth atlas. It is also somewhat easier to connect the "invariance" philosophy underlying the local approach with the methods of constructing more exotic geometric objects, such as
spinor fields.
The complicated formula defining
in the introductory section is the same as that in the following section. The only difference is that terms have been grouped so that it is easy to see that
Properties
As can be seen from the symmetries of the Riemann curvature tensor, the Ricci tensor of a Riemannian manifold is symmetric, in the sense that
for all
It thus follows linear-algebraically that the Ricci tensor is completely determined by knowing the quantity
for all vectors
of unit length. This function on the set of unit tangent vectors is often also called the
Ricci curvature, since knowing it is equivalent to knowing the Ricci curvature tensor.
The Ricci curvature is determined by the sectional curvatures of a Riemannian manifold, but generally contains less information. Indeed, if
is a vector of unit length on a Riemannian
-manifold, then
\operatorname{Ric}(\xi,\xi)
is precisely
times the average value of the sectional curvature, taken over all the 2-planes containing
. There is an
-dimensional family of such 2-planes, and so only in dimensions 2 and 3 does the Ricci tensor determine the full curvature tensor. A notable exception is when the manifold is given a priori as a
hypersurface of
Euclidean space. The
second fundamental form, which determines the full curvature via the
Gauss–Codazzi equation, is itself determined by the Ricci tensor and the
principal directions of the hypersurface are also the
eigendirections of the Ricci tensor. The tensor was introduced by Ricci for this reason.
As can be seen from the second Bianchi identity, one has
where
is the
scalar curvature, defined in local coordinates as
This is often called the contracted second Bianchi identity.
Direct geometric meaning
Near any point
in a Riemannian manifold
,one can define preferred local coordinates, called
geodesic normal coordinates.These are adapted to the metric so that geodesics through
correspondto straight lines through the origin, in such a manner that the geodesic distancefrom
corresponds to the Euclidean distance from the origin. In these coordinates, the metric tensor is well-approximated by the Euclidean metric, in the precise sense that
In fact, by taking the Taylor expansion of the metric applied to a Jacobi field along a radial geodesic in the normal coordinate system, one has
In these coordinates, the metric volume element then has the following expansion at :
which follows by expanding the square root of the determinant of the metric.
Thus, if the Ricci curvature
\operatorname{Ric}(\xi,\xi)
is positivein the direction of a vector
, the conical region in
swept out by a tightly focused family of geodesic segments of length
emanating from
, with initial velocity inside a small cone about
, will have smaller volume than the correspondingconical region in Euclidean space, at least provided that
is sufficiently small. Similarly, if the Ricci curvature is negative in the direction of a given vector
, such a conical region in the manifold will instead have larger volume than it would in Euclidean space.
The Ricci curvature is essentially an average of curvatures in the planes including
. Thus if a cone emitted with an initially circular (or spherical)cross-section becomes distorted into an ellipse (
ellipsoid), it is possiblefor the volume distortion to vanish if the distortions along the
principal axes counteract one another. The Ricci curvature would then vanish along
. In physical applications, the presence of a nonvanishing
sectional curvature does not necessarily indicate thepresence of any mass locally; if an initially circular cross-section of a cone of
worldlines later becomes elliptical, without changing its volume, then this is due to tidal effects from a mass at some other location.
Applications
Ricci curvature plays an important role in general relativity, where it is the key term in the Einstein field equations.
Ricci curvature also appears in the Ricci flow equation, first introduced by Richard S. Hamilton in 1982, where certain one-parameter families of Riemannian metrics are singled out as solutions of a geometrically-defined partial differential equation. In harmonic local coordinates the Ricci tensor can be expressed as .[3] where
are the components of the metric tensor and
is the
Laplace–Beltrami operator.This fact motivates the introduction of the
Ricci flow equation as a natural extension of the
heat equation for the metric.Since heat tends to spread through a solid until the body reaches an equilibrium state of constant temperature, if one is given a manifold, the Ricci flow may be hoped to produce an 'equilibrium' Riemannian metric which is
Einstein or of constant curvature. However, such a clean "convergence" picture cannot be achieved since many manifolds cannot support such metrics. A detailed study of the nature of solutions of the Ricci flow, due principally to Hamilton and
Grigori Perelman, shows that the types of "singularities" that occur along a Ricci flow, corresponding to the failure of convergence, encodes deep information about 3-dimensional topology. The culmination of this work was a proof of the
geometrization conjecture first proposed by
William Thurston in the 1970s, which can be thought of as a classification of compact 3-manifolds.
On a Kähler manifold, the Ricci curvature determines the first Chern class of the manifold (mod torsion). However, the Ricci curvature has no analogous topological interpretation on a generic Riemannian manifold.
Global geometry and topology
Here is a short list of global results concerning manifolds with positive Ricci curvature; see also classical theorems of Riemannian geometry. Briefly, positive Ricci curvature of a Riemannian manifold has strong topological consequences, while (for dimension at least 3), negative Ricci curvature has no topological implications. (The Ricci curvature is said to be positive if the Ricci curvature function
\operatorname{Ric}(\xi,\xi)
is positive on the set of non-zero tangent vectors
.) Some results are also known for pseudo-Riemannian manifolds.
- Myers' theorem (1941) states that if the Ricci curvature is bounded from below on a complete Riemannian n-manifold by
, then the manifold has diameter
. By a covering-space argument, it follows that any compact manifold of positive Ricci curvature must have finite
fundamental group.
Cheng (1975) showed that, in this setting, equality in the diameter inequality occurs if only if the manifold is
isometric to a sphere of a constant curvature
.
- The Bishop–Gromov inequality states that if a complete
-dimensional Riemannian manifold has non-negative Ricci curvature, then the volume of a geodesic ball is less than or equal to the volume of a geodesic ball of the same radius in Euclidean
-space. Moreover, if
denotes the volume of the ball with center
and radius
in the manifold and
denotes the volume of the ball of radius
in Euclidean
-space then the function
is nonincreasing. This can be generalized to any lower bound on the Ricci curvature (not just nonnegativity), and is the key point in the proof of
Gromov's compactness theorem.)
- The Cheeger–Gromoll splitting theorem states that if a complete Riemannian manifold
with
contains a
line, meaning a geodesic
such that
d(\gamma(u),\gamma(v))=\left|u-v\right|
for all
, then it is isometric to a product space
. Consequently, a complete manifold of positive Ricci curvature can have at most one topological end. The theorem is also true under some additional hypotheses for complete Lorentzian manifolds (of metric signature
) with non-negative Ricci tensor .
- Hamilton's first convergence theorem for Ricci flow has, as a corollary, that the only compact 3-manifolds which have Riemannian metrics of positive Ricci curvature are the quotients of the 3-sphere by discrete subgroups of SO(4) which act properly discontinuously. He later extended this to allow for nonnegative Ricci curvature. In particular, the only simply-connected possibility is the 3-sphere itself.
These results, particularly Myers' and Hamilton's, show that positive Ricci curvature has strong topological consequences. By contrast, excluding the case of surfaces, negative Ricci curvature is now known to have no topological implications; has shown that any manifold of dimension greater than two admits a complete Riemannian metric of negative Ricci curvature. In the case of two-dimensional manifolds, negativity of the Ricci curvature is synonymous with negativity of the Gaussian curvature, which has very clear topological implications. There are very few two-dimensional manifolds which fail to admit Riemannian metrics of negative Gaussian curvature.
Behavior under conformal rescaling
If the metric
is changed by multiplying it by a conformal factor
, the Ricci tensor of the new, conformally-related metric
is given by
where
is the (positive spectrum) Hodge Laplacian, i.e., the
opposite of the usual trace of the Hessian.
In particular, given a point
in a Riemannian manifold, it is always possible to find metrics conformal to the given metric
for which the Ricci tensor vanishes at
. Note, however, that this is only pointwise assertion; it is usually impossible to make the Ricci curvature vanish identically on the entire manifold by a conformal rescaling.
For two dimensional manifolds, the above formula shows that if
is a
harmonic function, then the conformal scaling
does not change the Ricci tensor (although it still changes its trace with respect to the metric unless
.
Trace-free Ricci tensor
In Riemannian geometry and pseudo-Riemannian geometry, the trace-free Ricci tensor (also called traceless Ricci tensor) of a Riemannian or pseudo-Riemannian
-manifold
is the tensor defined by
where
and
denote the Ricci curvature and
scalar curvature of
. The name of this object reflects the fact that its
trace automatically vanishes:
\operatorname{tr}gZ\equivgabZab=0.
However, it is quite an important tensor since it reflects an "orthogonal decomposition" of the Ricci tensor.
The orthogonal decomposition of the Ricci tensor
The following, not so trivial, property is
It is less immediately obvious that the two terms on the right hand side are orthogonal to each other:
An identity which is intimately connected with this (but which could be proved directly) is that
The trace-free Ricci tensor and Einstein metrics
By taking a divergence, and using the contracted Bianchi identity, one sees that
implies
. So, provided that and
is connected, the vanishing of
implies that the scalar curvature is constant. One can then see that the following are equivalent:
for some number
In the Riemannian setting, the above orthogonal decomposition shows that
R2=n|\operatorname{Ric}|2
is also equivalent to these conditions. In the pseudo-Riemmannian setting, by contrast, the condition
does not necessarily imply
so the most that one can say is that these conditions imply
R2=n
| 2. |
\left|\operatorname{Ric}\right| | |
| g |
In particular, the vanishing of trace-free Ricci tensor characterizes Einstein manifolds, as defined by the condition
for a number
In
general relativity, this equation states that
is a solution of Einstein's vacuum field equations with
cosmological constant.
Kähler manifolds
, the Ricci curvature determines the
curvature form of the
canonical line bundle . The canonical line bundle is the top
exterior power of the bundle of holomorphic
Kähler differentials:
The Levi-Civita connection corresponding to the metric on
gives rise to a connection on
. The curvature of this connection is the 2-form defined by
where
is the
complex structure map on the tangent bundle determined by the structure of the Kähler manifold. The Ricci form is a
closed 2-form. Its
cohomology class is, up to a real constant factor, the first
Chern class of the canonical bundle, and is therefore a topological invariant of
(for compact
) in the sense that it depends only on the topology of
and the
homotopy class of the complex structure.
Conversely, the Ricci form determines the Ricci tensor by
In local holomorphic coordinates
, the Ricci form is given by
where is the Dolbeault operator and
If the Ricci tensor vanishes, then the canonical bundle is flat, so the structure group can be locally reduced to a subgroup of the special linear group
. However, Kähler manifolds already possess
holonomy in
, and so the (restricted) holonomy of a Ricci-flat Kähler manifold is contained in
. Conversely, if the (restricted) holonomy of a 2
-dimensional Riemannian manifold is contained in
, then the manifold is a Ricci-flat Kähler manifold .
Generalization to affine connections
The Ricci tensor can also be generalized to arbitrary affine connections, where it is an invariant that plays an especially important role in the study of projective geometry (geometry associated to unparameterized geodesics) . If
denotes an affine connection, then the curvature tensor
is the (1,3)-tensor defined by
for any vector fields
. The Ricci tensor is defined to be the trace:
In this more general situation, the Ricci tensor is symmetric if and only if there exists locally a parallel volume form for the connection.
Discrete Ricci curvature
Notions of Ricci curvature on discrete manifolds have been defined on graphs andnetworks, where they quantify local divergence properties of edges. Ollivier's Ricci curvature is defined using optimal transport theory.[4] A different (and earlier) notion, Forman's Ricci curvature, is based on topological arguments.[5]
See also
References
- .
- .
- .
- Forman (2003), "Bochner's Method for Cell Complexes and Combinatorial Ricci Curvature", Discrete & Computational Geometry, 29 (3): 323–374. . ISSN 1432-0444
- .
- .
- .
- .
- Ollivier, Yann (2009), "Ricci curvature of Markov chains on metric spaces", Journal of Functional Analysis 256 (3): 810–864. . ISSN 0022-1236
- .
- Najman, Laurent and Romon, Pascal (2017): Modern approaches to discrete curvature, Springer (Cham), Lecture notes in mathematics
External links
Notes and References
- Here it is assumed that the manifold carries its unique Levi-Civita connection. For a general affine connection, the Ricci tensor need not be symmetric.
- Lott. John. Villani. Cedric. 2006-06-23. Ricci curvature for metric-measure spaces via optimal transport. math/0412127.
- Book: Chow, Bennett . The Ricci flow : an introduction . 2004 . American Mathematical Society . Dan Knopf . 0-8218-3515-7 . Providence, R.I. . 54692148.
- Ollivier . Yann . 2009-02-01 . Ricci curvature of Markov chains on metric spaces . Journal of Functional Analysis . en . 256 . 3 . 810–864 . 10.1016/j.jfa.2008.11.001 . 14316364 . 0022-1236. free .
- Forman . 2003-02-01 . Bochner's Method for Cell Complexes and Combinatorial Ricci Curvature . Discrete & Computational Geometry . en . 29 . 3 . 323–374 . 10.1007/s00454-002-0743-x . 9584267 . 1432-0444. free .