Discrete Morse theory

From Wikipedia, the free encyclopedia
Jump to: navigation, search

Discrete Morse theory is a combinatorial adaptation of Morse theory developed by Robin Forman. The theory has various practical applications in diverse fields of applied mathematics and computer science, such as configuration spaces,[1] homology computation,[2][3] denoising,[4] and mesh compression.[5]

Notation regarding CW complexes[edit]

Let be a CW complex. Define the incidence function in the following way: given two cells and in , let be the degree of the attaching map from the boundary of to . The boundary operator on is defined by

It is a defining property of boundary operators that . In more axiomatic definitions[6] one can find the requirement that

which is a corollary of the above definition of the boundary operator and the requirement that .

Discrete Morse functions[edit]

A real-valued function is a discrete Morse function if it satisfies the following two properties:

  1. For any cell , the number of cells in the boundary of which satisfy is at most one.
  2. For any cell , the number of cells containing in their boundary which satisfy is at most one.

It can be shown[7] that the cardinalities in the two conditions cannot both be one simultaneously for a fixed cell , provided that is a regular CW complex. In this case, each cell can be paired with at most one exceptional cell : either a boundary cell with larger value, or a co-boundary cell with smaller value. The cells which have no pairs, i.e., whose function values are strictly higher than their boundary cells and strictly lower than their co-boundary cells are called critical cells. Thus, a discrete Morse function partitions the CW complex into three distinct cell collections: , where:

  1. denotes the critical cells which are unpaired,
  2. denotes cells which are paired with boundary cells, and
  3. denotes cells which are paired with co-boundary cells.

By construction, there is a bijection of sets between -dimensional cells in and the -dimensional cells in , which can be denoted by for each natural number . It is an additional technical requirement that for each , the degree of the attaching map from the boundary of to its paired cell is a unit in the underlying ring of . For instance, over the integers , the only allowed values are . This technical requirement is guaranteed, for instance, when one assumes that is a regular CW complex over .

The fundamental result of discrete Morse theory establishes that the CW complex is isomorphic on the level of homology to a new complex consisting of only the critical cells. The paired cells in and describe gradient paths between adjacent critical cells which can be used to obtain the boundary operator on . Some details of this construction are provided in the next section.

The Morse complex[edit]

A gradient path is a sequence of paired cells

satisfying and . The index of this gradient path is defined to be the integer

.

The division here makes sense because the incidence between paired cells must be . Note that by construction, the values of the discrete Morse function must decrease across . The path is said to connect two critical cells if . This relationship may be expressed as . The multiplicity of this connection is defined to be the integer . Finally, the Morse boundary operator on the critical cells is defined by

where the sum is taken over all gradient path connections from to .

Basic Results[edit]

Many of the familiar results from continuous Morse theory apply in the discrete setting.

The Morse Inequalities[edit]

Let be a Morse complex associated to the CW complex . The number of -cells in is called the Morse number. Let denote the Betti number of . Then, for any , the following inequalities[8] hold

, and

Moreover, the Euler characteristic of satisfies

Discrete Morse Homology and Homotopy Type[edit]

Let be a regular CW complex with boundary operator and a discrete Morse function . Let be the associated Morse complex with Morse boundary operator . Then, there is an isomorphism[9] of Homology groups as well as homotopy groups.

See also[edit]

References[edit]

  1. ^ F. Mori and M. Salvetti: (Discrete) Morse theory for Configuration spaces
  2. ^ Perseus: the Persistent Homology software.
  3. ^ Mischaikow, Konstantin; Nanda, Vidit. "Morse Theory for Filtrations and Efficient computation of Persistent Homology". Springer. Retrieved 3 August 2013. 
  4. ^ U. Bauer, C. Lange, and M. Wardetzky: Optimal Topological Simplification of Discrete Functions on Surfaces
  5. ^ T Lewiner, H Lopez and G Tavares: Applications of Forman's discrete Morse theory to topological visualization and mesh compression
  6. ^ Mischaikow, Konstantin; Nanda, Vidit. "Morse Theory for Filtrations and Efficient computation of Persistent Homology". Springer. Retrieved 3 August 2013. 
  7. ^ Forman, Robin: Morse Theory for Cell Complexes, Lemma 2.5
  8. ^ Forman, Robin: Morse Theory for Cell Complexes, Corollaries 3.5 and 3.6
  9. ^ Forman, Robin: Morse Theory for Cell Complexes, Theorem 7.3