Morse Inequalities
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In
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, specifically in
differential topology In mathematics, differential topology is the field dealing with the topological properties and smooth properties of smooth manifolds. In this sense differential topology is distinct from the closely related field of differential geometry, which ...
, Morse theory enables one to analyze the
topology Topology (from the Greek language, Greek words , and ) is the branch of mathematics concerned with the properties of a Mathematical object, geometric object that are preserved under Continuous function, continuous Deformation theory, deformat ...
of 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 ...
by studying
differentiable function In mathematics, a differentiable function of one real variable is a function whose derivative exists at each point in its domain. In other words, the graph of a differentiable function has a non- vertical tangent line at each interior point in ...
s on that manifold. According to the basic insights of
Marston Morse Harold Calvin Marston Morse (March 24, 1892 – June 22, 1977) was an American mathematician best known for his work on the ''calculus of variations in the large'', a subject where he introduced the technique of differential topology now known a ...
, a typical differentiable function on a manifold will reflect the topology quite directly. Morse theory allows one to find CW structures and
handle decomposition In mathematics, a handle decomposition of an ''m''-manifold ''M'' is a union \emptyset = M_ \subset M_0 \subset M_1 \subset M_2 \subset \dots \subset M_ \subset M_m = M where each M_i is obtained from M_ by the attaching of i-handles. A handle dec ...
s on manifolds and to obtain substantial information about their homology. Before Morse,
Arthur Cayley Arthur Cayley (; 16 August 1821 – 26 January 1895) was a British mathematician who worked mostly on algebra. He helped found the modern British school of pure mathematics, and was a professor at Trinity College, Cambridge for 35 years. He ...
and
James Clerk Maxwell James Clerk Maxwell (13 June 1831 – 5 November 1879) was a Scottish physicist and mathematician who was responsible for the classical theory of electromagnetic radiation, which was the first theory to describe electricity, magnetism an ...
had developed some of the ideas of Morse theory in the context of
topography Topography is the study of the forms and features of land surfaces. The topography of an area may refer to the landforms and features themselves, or a description or depiction in maps. Topography is a field of geoscience and planetary sci ...
. Morse originally applied his theory to
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 ( critical points of the
energy Energy () is the physical quantity, quantitative physical property, property that is transferred to a physical body, body or to a physical system, recognizable in the performance of Work (thermodynamics), work and in the form of heat and l ...
functional on the space of paths). These techniques were used in
Raoul Bott Raoul Bott (September 24, 1923 – December 20, 2005) was a Hungarian-American mathematician known for numerous foundational contributions to geometry in its broad sense. He is best known for his Bott periodicity theorem, the Morse–Bott function ...
's proof of his periodicity theorem. The analogue of Morse theory for complex manifolds is Picard–Lefschetz theory.


Basic concepts

To illustrate, consider a mountainous landscape surface M (more generally, 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 f is the
function Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-orie ...
M \to \mathbb giving the elevation of each point, then the
inverse image In mathematics, for a function f: X \to Y, the image of an input value x is the single output value produced by f when passed x. The preimage of an output value y is the set of input values that produce y. More generally, evaluating f at each ...
of a point in \mathbb is a
contour line A contour line (also isoline, isopleth, isoquant or isarithm) of a Function of several real variables, function of two variables is a curve along which the function has a constant value, so that the curve joins points of equal value. It is a ...
(more generally, a
level set In mathematics, a level set of a real-valued function of real variables is a set where the function takes on a given constant value , that is: : L_c(f) = \left\~. When the number of independent variables is two, a level set is call ...
). Each connected component of a contour line is either a point, a
simple closed curve In mathematics, a curve (also called a curved line in older texts) is an object similar to a line, but that does not have to be straight. Intuitively, a curve may be thought of as the trace left by a moving point. This is the definition that ...
, or a closed curve with double point(s). Contour lines may also have points of higher order (triple points, etc.), but these are unstable and may be removed by a slight deformation of the landscape. Double points in contour lines occur at
saddle points In mathematics, a saddle point or minimax point is a point on the surface of the graph of a function where the slopes (derivatives) in orthogonal directions are all zero (a critical point), but which is not a local extremum of the function. ...
, or passes, where the surrounding landscape curves up in one direction and down in the other. Imagine flooding this landscape with water. When the water reaches elevation a, the underwater surface is M^a \,\stackrel\, f^(-\infty, a], the points with elevation a or below. Consider how the topology of this surface changes as the water rises. It appears unchanged except when a passes the height of a Critical point (mathematics), critical point, where the
gradient In vector calculus, the gradient of a scalar-valued differentiable function f of several variables is the vector field (or vector-valued function) \nabla f whose value at a point p gives the direction and the rate of fastest increase. The g ...
of f is 0 (more generally, the
Jacobian matrix In vector calculus, the Jacobian matrix (, ) of a vector-valued function of several variables is the matrix of all its first-order partial derivatives. If this matrix is square, that is, if the number of variables equals the number of component ...
acting as a
linear map 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 p ...
between
tangent spaces 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 ...
does not have maximal
rank A rank is a position in a hierarchy. It can be formally recognized—for example, cardinal, chief executive officer, general, professor—or unofficial. People Formal ranks * Academic rank * Corporate title * Diplomatic rank * Hierarchy ...
). In other words, the topology of M^a does not change except when the water either (1) starts filling a basin, (2) covers a saddle (a
mountain pass A mountain pass is a navigable route through a mountain range or over a ridge. Since mountain ranges can present formidable barriers to travel, passes have played a key role in trade, war, and both Human migration, human and animal migration t ...
), or (3) submerges a peak. To these three types of critical pointsbasins, passes, and peaks (i.e. minima, saddles, and maxima)one associates a number called the index, the number of
independent Independent or Independents may refer to: Arts, entertainment, and media Artist groups * Independents (artist group), a group of modernist painters based in Pennsylvania, United States * Independentes (English: Independents), a Portuguese artist ...
directions in which f decreases from the point. More precisely, the index of a non-degenerate critical point p of f is the
dimension In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
of the largest subspace of 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 ...
to M at p on which the Hessian of f is negative definite. The indices of basins, passes, and peaks are 0, 1, and 2, respectively. Considering a more general surface, let M be a
torus In geometry, a torus (: tori or toruses) is a surface of revolution generated by revolving a circle in three-dimensional space one full revolution about an axis that is coplanarity, coplanar with the circle. The main types of toruses inclu ...
oriented as in the picture, with f again taking a point to its height above the plane. One can again analyze how the topology of the underwater surface M^a changes as the water level a rises. Starting from the bottom of the torus, let p, q, r, and s be the four critical points of index 0, 1, 1, and 2 corresponding to the basin, two saddles, and peak, respectively. When a is less than f(p) = 0, then M^a is the empty set. After a passes the level of p, when 0 < a < f(q), then M^a is a disk, which is
homotopy equivalent In topology, two continuous functions from one topological space to another are called homotopic (from and ) if one can be "continuously deformed" into the other, such a deformation being called a homotopy ( ; ) between the two functions. A ...
to a point (a 0-cell) which has been "attached" to the empty set. Next, when a exceeds the level of q, and f(q) < a < f(r), then M^a is a cylinder, and is homotopy equivalent to a disk with a 1-cell attached (image at left). Once a passes the level of r, and f(r) < a < f(s), then M^a is a torus with a disk removed, which is homotopy equivalent to a
cylinder A cylinder () has traditionally been a three-dimensional solid, one of the most basic of curvilinear geometric shapes. In elementary geometry, it is considered a prism with a circle as its base. A cylinder may also be defined as an infinite ...
with a 1-cell attached (image at right). Finally, when a is greater than the critical level of s, M^a is a torus, i.e. a torus with a disk (a 2-cell) removed and re-attached. This illustrates the following rule: the topology of M^ does not change except when a passes the height of a critical point; at this point, a \gamma-cell is attached to M^, where \gamma is the index of the point. This does not address what happens when two critical points are at the same height, which can be resolved by a slight perturbation of f. In the case of a landscape or a manifold embedded in
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
, this perturbation might simply be tilting slightly, rotating the coordinate system. One must take care to make the critical points non-degenerate. To see what can pose a problem, let M = \R and let f(x) = x^3. Then 0 is a critical point of f, but the topology of M^ does not change when a passes 0. The problem is that the second derivative is f''(0) = 0that is, the Hessian of f vanishes and the critical point is degenerate. This situation is unstable, since by slightly deforming f to f(x) = x^3 +\epsilon x, the degenerate critical point is either removed (\epsilon>0) or breaks up into two non-degenerate critical points (\epsilon<0).


Formal development

For a real-valued
smooth function In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives (''differentiability class)'' it has over its domain. A function of class C^k is a function of smoothness at least ; t ...
f : M \to \R on 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 ...
M, the points where the differential of f vanishes are called critical points of f and their images under f are called
critical value Critical value or threshold value can refer to: * A quantitative threshold in medicine, chemistry and physics * Critical value (statistics), boundary of the acceptance region while testing a statistical hypothesis * Value of a function at a crit ...
s. If at a critical point p the matrix of second partial derivatives (the
Hessian matrix In mathematics, the Hessian matrix, Hessian or (less commonly) Hesse matrix is a square matrix of second-order partial derivatives of a scalar-valued Function (mathematics), function, or scalar field. It describes the local curvature of a functio ...
) is non-singular, then p is called a ; if the Hessian is singular then p is a . For the functions f(x)=a + b x+ c x^2+d x^3+\cdots from \R to \R, f has a critical point at the origin if b = 0, which is non-degenerate if c \neq 0 (that is, f is of the form a + c x ^2 + \cdots) and degenerate if c = 0 (that is, f is of the form a + dx^3 + \cdots). A less trivial example of a degenerate critical point is the origin of the monkey saddle. The
index Index (: indexes or indices) may refer to: Arts, entertainment, and media Fictional entities * Index (''A Certain Magical Index''), a character in the light novel series ''A Certain Magical Index'' * The Index, an item on the Halo Array in the ...
of a non-degenerate critical point p of f is the dimension of the largest subspace of 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 ...
to M at p on which the Hessian is negative definite. This corresponds to the intuitive notion that the index is the number of directions in which f decreases. The degeneracy and index of a critical point are independent of the choice of the local coordinate system used, as shown by Sylvester's Law.


Morse lemma

Let p be a non-degenerate critical point of f \colon M \to \reals. Then there exists a
chart A chart (sometimes known as a graph) is a graphics, graphical representation for data visualization, in which "the data is represented by symbols, such as bars in a bar chart, lines in a line chart, or slices in a pie chart". A chart can repres ...
\left(x_1, x_2, \ldots, x_n\right) in a
neighborhood A neighbourhood (Commonwealth English) or neighborhood (American English) is a geographically localized community within a larger town, city, suburb or rural area, sometimes consisting of a single street and the buildings lining it. Neigh ...
U of p such that x_i(p) = 0 for all i and f(x) = f(p) - x_1^2 - \cdots - x_^2 + x_^2 + \cdots + x_n^2 throughout U. Here \gamma is equal to the index of f at p. As a corollary of the Morse lemma, one sees that non-degenerate critical points are isolated. (Regarding an extension to the complex domain see Complex Morse Lemma. For a generalization, see Morse–Palais lemma).


Fundamental theorems

A smooth real-valued function on a manifold M is a Morse function if it has no degenerate critical points. A basic result of Morse theory says that almost all functions are Morse functions. Technically, the Morse functions form an open, dense subset of all smooth functions M \to \R in the C^2 topology. This is sometimes expressed as "a typical function is Morse" or "a generic function is Morse". As indicated before, we are interested in the question of when the topology of M^a = f^(-\infty, a] changes as a varies. Half of the answer to this question is given by the following theorem. :Theorem. Suppose f is a smooth real-valued function on M, a < b, f^
, b The comma is a punctuation mark that appears in several variants in different languages. Some typefaces render it as a small line, slightly curved or straight, but inclined from the vertical; others give it the appearance of a miniature fille ...
/math> is
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 ...
, and there are no critical values between a and b. Then M^a is
diffeomorphic 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. Defini ...
to M^b, and M^b
deformation retract In topology, a retraction is a continuous mapping from a topological space into a subspace that preserves the position of all points in that subspace. The subspace is then called a retract of the original space. A deformation retraction is a mappi ...
s onto M^a. It is also of interest to know how the topology of M^a changes when a passes a critical point. The following theorem answers that question. :Theorem. Suppose f is a smooth real-valued function on M and p is a non-degenerate critical point of f of index \gamma, and that f(p) = q. Suppose f^ - \varepsilon, q + \varepsilon/math> is compact and contains no critical points besides p. Then M^ is
homotopy equivalent In topology, two continuous functions from one topological space to another are called homotopic (from and ) if one can be "continuously deformed" into the other, such a deformation being called a homotopy ( ; ) between the two functions. A ...
to M^ with a \gamma-cell attached. These results generalize and formalize the 'rule' stated in the previous section. Using the two previous results and the fact that there exists a Morse function on any differentiable manifold, one can prove that any differentiable manifold is a CW complex with an n-cell for each critical point of index n. To do this, one needs the technical fact that one can arrange to have a single critical point on each critical level, which is usually proven by using gradient-like vector fields to rearrange the critical points.


Morse inequalities

Morse theory can be used to prove some strong results on the homology of manifolds. The number of critical points of index \gamma of f : M \to \R is equal to the number of \gamma cells in the CW structure on M obtained from "climbing" f. Using the fact that the alternating sum of the ranks of the homology groups of a topological space is equal to the alternating sum of the ranks of the chain groups from which the homology is computed, then by using the cellular chain groups (see
cellular homology In mathematics, cellular homology in algebraic topology is a homology theory for the category of CW-complexes. It agrees with singular homology, and can provide an effective means of computing homology modules. Definition If X is a CW-complex ...
) it is clear that the
Euler characteristic In mathematics, and more specifically in algebraic topology and polyhedral combinatorics, the Euler characteristic (or Euler number, or Euler–Poincaré characteristic) is a topological invariant, a number that describes a topological space's ...
\chi(M) is equal to the sum \sum(-1)^\gamma C^\gamma\, = \chi(M) where C^ is the number of critical points of index \gamma. Also by cellular homology, the rank of the nth homology group of a CW complex M is less than or equal to the number of n-cells in M. Therefore, the rank of the \gammath homology group, that is, the
Betti number In algebraic topology, the Betti numbers are used to distinguish topological spaces based on the connectivity of ''n''-dimensional simplicial complexes. For the most reasonable finite-dimensional spaces (such as compact manifolds, finite simplicia ...
b_\gamma(M), is less than or equal to the number of critical points of index \gamma of a Morse function on M. These facts can be strengthened to obtain the : C^\gamma -C^ \pm \cdots + (-1)^\gamma C^0 \geq b_\gamma(M)-b_(M) \pm \cdots + (-1)^\gamma b_0(M). In particular, for any \gamma \in \, one has C^\gamma \geq b_\gamma(M). This gives a powerful tool to study manifold topology. Suppose on a closed manifold there exists a Morse function f : M \to \R with precisely ''k'' critical points. In what way does the existence of the function f restrict M? The case k = 2 was studied by Georges Reeb in 1952; the Reeb sphere theorem states that M is homeomorphic to a sphere S^n. The case k = 3 is possible only in a small number of low dimensions, and ''M'' is homeomorphic to an Eells–Kuiper manifold. In 1982
Edward Witten Edward Witten (born August 26, 1951) is an American theoretical physics, theoretical physicist known for his contributions to string theory, topological quantum field theory, and various areas of mathematics. He is a professor emeritus in the sc ...
developed an analytic approach to the Morse inequalities by considering the de Rham complex for the perturbed operator d_t = e^ d e^.


Application to classification of closed 2-manifolds

Morse theory has been used to classify closed 2-manifolds up to diffeomorphism. If M is oriented, then M is classified by its genus g and is diffeomorphic to a sphere with g handles: thus if g = 0, M is diffeomorphic to the 2-sphere; and if g > 0, M is diffeomorphic to the
connected sum In mathematics, specifically in topology, the operation of connected sum is a geometric modification on manifolds. Its effect is to join two given manifolds together near a chosen point on each. This construction plays a key role in the classifi ...
of g 2-tori. If N is unorientable, it is classified by a number g > 0 and is diffeomorphic to the connected sum of g
real projective space In mathematics, real projective space, denoted or is the topological space of lines passing through the origin 0 in the real space It is a compact, smooth manifold of dimension , and is a special case of a Grassmannian space. Basic properti ...
s \mathbf^2. In particular two closed 2-manifolds are homeomorphic if and only if they are diffeomorphic.


Morse homology

Morse homology In mathematics, specifically in the field of differential topology, Morse homology is a homology theory defined for any smooth manifold. It is constructed using the smooth structure and an auxiliary metric on the manifold, but turns out to be t ...
is a particularly easy way to understand the homology of
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 ...
s. It is defined using a generic choice of Morse function and
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 ...
. The basic theorem is that the resulting homology is an invariant of the manifold (that is, independent of the function and metric) and isomorphic to the singular homology of the manifold; this implies that the Morse and singular
Betti number In algebraic topology, the Betti numbers are used to distinguish topological spaces based on the connectivity of ''n''-dimensional simplicial complexes. For the most reasonable finite-dimensional spaces (such as compact manifolds, finite simplicia ...
s agree and gives an immediate proof of the Morse inequalities. An infinite dimensional analog of Morse homology in
symplectic geometry Symplectic geometry is a branch of differential geometry and differential topology that studies symplectic manifolds; that is, differentiable manifolds equipped with a closed, nondegenerate 2-form. Symplectic geometry has its origins in the ...
is known as
Floer homology In mathematics, Floer homology is a tool for studying symplectic geometry and low-dimensional topology. Floer homology is an invariant that arises as an infinite-dimensional analogue of finite-dimensional Morse homology. Andreas Floer intro ...
.


Morse–Bott theory

The notion of a Morse function can be generalized to consider functions that have nondegenerate manifolds of critical points. A is a smooth function on a manifold whose critical set is a closed submanifold and whose Hessian is non-degenerate in the normal direction. (Equivalently, the kernel of the Hessian at a critical point equals the tangent space to the critical submanifold.) A Morse function is the special case where the critical manifolds are zero-dimensional (so the Hessian at critical points is non-degenerate in every direction, that is, has no kernel). The index is most naturally thought of as a pair \left(i_-, i_+\right), where i_- is the dimension of the unstable manifold at a given point of the critical manifold, and i_+ is equal to i_- plus the dimension of the critical manifold. If the Morse–Bott function is perturbed by a small function on the critical locus, the index of all critical points of the perturbed function on a critical manifold of the unperturbed function will lie between i_- and i_+. Morse–Bott functions are useful because generic Morse functions are difficult to work with; the functions one can visualize, and with which one can easily calculate, typically have symmetries. They often lead to positive-dimensional critical manifolds.
Raoul Bott Raoul Bott (September 24, 1923 – December 20, 2005) was a Hungarian-American mathematician known for numerous foundational contributions to geometry in its broad sense. He is best known for his Bott periodicity theorem, the Morse–Bott function ...
used Morse–Bott theory in his original proof of the
Bott periodicity theorem In mathematics, the Bott periodicity theorem describes a periodicity in the homotopy groups of classical groups, discovered by , which proved to be of foundational significance for much further research, in particular in K-theory of stable comple ...
. Round functions are examples of Morse–Bott functions, where the critical sets are (disjoint unions of) circles.
Morse homology In mathematics, specifically in the field of differential topology, Morse homology is a homology theory defined for any smooth manifold. It is constructed using the smooth structure and an auxiliary metric on the manifold, but turns out to be t ...
can also be formulated for Morse–Bott functions; the differential in Morse–Bott homology is computed by a
spectral sequence In homological algebra and algebraic topology, a spectral sequence is a means of computing homology groups by taking successive approximations. Spectral sequences are a generalization of exact sequences, and since their introduction by , they h ...
. Frederic Bourgeois sketched an approach in the course of his work on a Morse–Bott version of symplectic field theory, but this work was never published due to substantial analytic difficulties.


See also

* * * * * * * * * *


References


Further reading

* * * * * * * * * * A classic advanced reference in mathematics and mathematical physics. * * * {{Manifolds Lemmas Smooth functions