In mathematics (especially algebraic topology and abstract algebra), homology (in part from Greek ὁμός homos "identical") is a certain general procedure to associate a sequence of abelian groups or modules with a given mathematical object such as a topological space or a group. See singular homology for a concrete version for topological spaces, or group cohomology for a concrete version for groups.
For a topological space, the homology groups are generally much easier to compute than the homotopy groups, and consequently one usually will have an easier time working with homology to aid in the classification of spaces.
The original motivation for defining homology groups is the observation that shapes are distinguished by their holes. But because a hole is "not there", it is not immediately obvious how to define a hole, or how to distinguish between different kinds of holes. Homology is a rigorous mathematical method for defining and categorizing holes in a shape. As it turns out, subtle kinds of holes exist that homology cannot "see" — in which case homotopy groups may be what is needed.
- 1 Informal examples
- 2 History
- 3 Construction of homology groups
- 4 Types of homology
- 5 Homology functors
- 6 Properties
- 7 Applications
- 8 Software
- 9 See also
- 10 Notes
- 11 References
Informally, the homology of a topological space X is a set of topological invariants of X represented by its homology groups
where the homology group describes the k-dimensional holes in X. A 0-dimensional hole is simply a gap between two components, consequently describes the path-connected components of X.
where is the group of integers and is the trivial group. The group represents a finitely-generated abelian group, with a single generator representing the one-dimensional hole contained in a circle.
In general for an n-dimensional sphere Sn, the homology groups are
A one-dimensional ball B1 is a solid disc. It has a single path-connected component, but in contrast to the circle, has no one-dimensional or higher-dimensional holes. The corresponding homology groups are all trivial except for . In general, for an n-dimensional ball Bn,
The torus is defined as a Cartesian product of two circles . The torus has a single path-connected component, two independent one-dimensional holes (indicated by circles in red and blue) and one two-dimensional hole as the interior of the torus. The corresponding homology groups are
The two independent 1D holes form independent generators in a finitely-generated abelian group, expressed as the Cartesian product group .
Homology theory can be said to start with the Euler polyhedron formula, or Euler characteristic. This was followed by Riemann's definition of genus and n-fold connectedness numerical invariants in 1857 and Betti's proof in 1871 of the independence of "homology numbers" from the choice of basis.
Homology classes and relations were first defined rigorously by Henri Poincaré in his seminal paper "Analysis situs", J. Ecole polytech. (2) 1. 1–121 (1895). Poincaré was also the first to consider the simplicial homology of a triangulated manifold and to create what is now called a chain complex.
The homology group was further developed by Emmy Noether and, independently, by Leopold Vietoris and Walther Mayer, in the period 1925–28. Prior to this, topological classes in combinatorial topology were not formally considered as abelian groups. The spread of homology groups marked the change of terminology and viewpoint from "combinatorial topology" to "algebraic topology".
Construction of homology groups
The construction begins with an object such as a topological space X, on which one first defines a chain complex C(X) encoding information about X. A chain complex is a sequence of abelian groups or modules C0, C1, C2, ... connected by homomorphisms which are called boundary operators. That is,
where 0 denotes the trivial group and for i < 0. It is also required that the composition of any two consecutive boundary operators be trivial. That is, for all n,
i.e., the constant map sending every element of Cn+1 to the group identity in Cn - 1. That the boundary of a boundary is trivial implies , where denotes the image of the boundary operator and its kernel. Elements of are called boundaries and elements of are called cycles.
called the n-th homology group of X. The elements of Hn(X) are called homology classes. Each homology class is an equivalence class over cycles and two cycles in the same homology class are said to be homologous.
A chain complex is said to be exact if the image of the (n + 1)-th map is always equal to the kernel of the n-th map. The homology groups of X therefore measure "how far" the chain complex associated to X is from being exact.
where the boundary operator is
for a combination Σ niσi of points σi, which are the fixed generators of C0. The reduced homology groups coincide with for i ≠ 0. The extra in the chain complex represents the unique map from the empty simplex to X.
Computing the cycle and boundary groups is usually rather difficult since they have a very large number of generators. On the other hand, there are tools which make the task easier.
The simplicial homology groups Hn(X) of a simplicial complex X are defined using the simplicial chain complex C(X), with C(X)n the free abelian group generated by the n-simplices of X. The singular homology groups Hn(X) are defined for any topological space X, and agree with the simplicial homology groups for a simplicial complex.
Cohomology groups are formally similar to homology groups: one starts with a cochain complex, which is the same as a chain complex but whose arrows, now denoted dn point in the direction of increasing n rather than decreasing n; then the groups and follow from the same description. The n-th cohomology group of X is then the factor group
in analogy with the n-th homology group.
Types of homology
The different types of homology theory arise from functors mapping from various categories of mathematical objects to the category of chain complexes. In each case the composition of the functor from objects to chain complexes and the functor from chain complexes to homology groups defines the overall homology functor for the theory.
The motivating example comes from algebraic topology: the simplicial homology of a simplicial complex X. Here An is the free abelian group or module whose generators are the n-dimensional oriented simplexes of X. The mappings are called the boundary mappings and send the simplex with vertices
to the sum
(which is considered 0 if n = 0).
If we take the modules to be over a field, then the dimension of the n-th homology of X turns out to be the number of "holes" in X at dimension n. It may be computed by putting matrix representations of these boundary mappings in Smith normal form.
Using simplicial homology example as a model, one can define a singular homology for any topological space X. A chain complex for X is defined by taking An to be the free abelian group (or free module) whose generators are all continuous maps from n-dimensional simplices into X. The homomorphisms ∂n arise from the boundary maps of simplices.
In abstract algebra, one uses homology to define derived functors, for example the Tor functors. Here one starts with some covariant additive functor F and some module X. The chain complex for X is defined as follows: first find a free module F1 and a surjective homomorphism p1 : F1 → X. Then one finds a free module F2 and a surjective homomorphism p2 : F2 → ker(p1). Continuing in this fashion, a sequence of free modules Fn and homomorphisms pn can be defined. By applying the functor F to this sequence, one obtains a chain complex; the homology Hn of this complex depends only on F and X and is, by definition, the n-th derived functor of F, applied to X.
Other homology theories
Chain complexes form a category: A morphism from the chain complex (dn: An → An-1) to the chain complex (en: Bn → Bn-1) is a sequence of homomorphisms fn: An → Bn such that for all n. The n-th homology Hn can be viewed as a covariant functor from the category of chain complexes to the category of abelian groups (or modules).
If the chain complex depends on the object X in a covariant manner (meaning that any morphism X → Y induces a morphism from the chain complex of X to the chain complex of Y), then the Hn are covariant functors from the category that X belongs to into the category of abelian groups (or modules).
The only difference between homology and cohomology is that in cohomology the chain complexes depend in a contravariant manner on X, and that therefore the homology groups (which are called cohomology groups in this context and denoted by Hn) form contravariant functors from the category that X belongs to into the category of abelian groups or modules.
If (dn: An → An-1) is a chain complex such that all but finitely many An are zero, and the others are finitely generated abelian groups (or finite-dimensional vector spaces), then we can define the Euler characteristic
and, especially in algebraic topology, this provides two ways to compute the important invariant χ for the object X which gave rise to the chain complex.
Every short exact sequence
of chain complexes gives rise to a long exact sequence of homology groups
All maps in this long exact sequence are induced by the maps between the chain complexes, except for the maps Hn(C) → Hn-1(A) The latter are called connecting homomorphisms and are provided by the snake lemma. The snake lemma can be applied to homology in numerous ways that aid in calculating homology groups, such as the theories of relative homology and Mayer-Vietoris sequences.
Notable theorems proved using homology include the following:
- The Brouwer fixed point theorem: If f is any continuous map from the ball Bn to itself, then there is a fixed point a ∈ Bn with f(a) = a.
- Invariance of domain: If U is an open subset of Rn and f : U → Rn is an injective continuous map, then V = f(U) is open and f is a homeomorphism between U and V.
- The Hairy ball theorem: any vector field on the 2-sphere (or more generally, the 2k-sphere for any k ≥ 1) vanishes at some point.
- The Borsuk–Ulam theorem: any continuous function from an n-sphere into Euclidean n-space maps some pair of antipodal points to the same point. (Two points on a sphere are called antipodal if they are in exactly opposite directions from the sphere's center.)
Application in science and engineering
In topological data analysis, data sets are regarded as a point cloud sampling of a manifold or algebraic variety embedded in Euclidean space. By linking nearest neighbor points in the cloud into a triangulation, a simplicial approximation of the manifold is created and its simplicial homology may be calculated. Finding techniques to robustly calculate homology using various triangulation strategies over multiple length scales is the topic of persistent homology.
In sensor networks, sensors may communicate information via an ad-hoc network that dynamically changes in time. To understand the global context of this set of local measurements and communication paths, it is useful to compute the homology of the network topology to evaluate, for instance, holes in coverage.
In dynamical systems theory in physics, Poincare was one of the first to consider the interplay between the invariant manifold of a dynamical system and its topological invariants. Morse theory relates the dynamics of a gradient flow on a manifold to, for example, its homology. Floer homology extended this to infinite-dimensional manifolds. The KAM theorem established that periodic orbits can follow complex trajectories; in particular, they may form braids that can be investigated using Floer homology.
In one class of finite element methods, boundary-value problems for differential equations involving the Hodge-Laplace operator may need to be solved on topologically nontrivial domains, for example, in electromagnetic simulations. In these simulations, solution is aided by fixing the cohomology class of the solution based on the chosen boundary conditions and the homology of the domain. FEM domains can be triangulated, from which the simplicial homology can be calculated.
Various software packages have been developed for the purposes of computing homology groups of finite cell complexes. Linbox is a C++ library for performing fast matrix operations, including Smith normal form; it interfaces with both Gap and Maple. Chomp, CAPD::Redhom and Perseus are also written in C++. All three implement pre-processing algorithms based on Simple-homotopy equivalence and discrete Morse theory to perform homology-preserving reductions of the input cell complexes before resorting to matrix algebra. Kenzo is written in Lisp, and in addition to homology it may also be used to generate presentations of homotopy groups of finite simplicial complexes.
- Cycle space
- Eilenberg–Steenrod axioms
- Extraordinary homology theory
- Homological algebra
- Homological dimension
- Homological conjectures in commutative algebra
- List of cohomology theories - also has a list of homology theories
- Künneth theorem
- Spanier 1966, p. 155
- Gowers 2010, pp. 390–391
- Hatcher 2002, p. 106
- Stillwell 1993, p. 170
- Weibel 1999, pp. 2–3 (in PDF)
- Weibel 1999, p. 4
- Hilton 1988, p. 284
- For example L'émergence de la notion de groupe d'homologie, Nicolas Basbois (PDF), in French, note 41, explicitly names Noether as inventing the homology group.
- Hirzebruch, Friedrich, Emmy Noether and Topology in Teicher 1999, pp. 61–63.
- Bourbaki and Algebraic Topology by John McCleary (PDF) gives documentation (translated into English from French originals).
- Hatcher 2002, pp. 105–106
- Hatcher 2002, p. 113
- Hatcher 2002, p. 110
- Spanier 1966, p. 156
- "CompTop overview". Retrieved 16 March 2014.
- "Robert Ghrist: applied topology". Retrieved 16 March 2014.
- J.B. van den Berg , R. Ghrist , R.C. Vandervorst and W. Wojcik. "http://www.math.vu.nl/~janbouwe/pub/braidfloerhomology.pdf". Retrieved 16 March 2014.
- Pellikka, M; S. Suuriniemi; L. Kettunen; C. Geuzaine (2013). "Homology and Cohomology Computation in Finite Element Modeling". SIAM J. Sci. Comput. 35 (5): B1195–B1214. doi:10.1137/130906556.
- Arnold, Douglas N.; Richard S. Falk and Ragnar Winther (16 May 2006). "Finite element exterior calculus, homological techniques, and applications". Acta Numerica 15: 1–155. doi:10.1017/S0962492906210018.
- Cartan, Henri Paul and Eilenberg, Samuel (1956) Homological Algebra Princeton University Press, Princeton, NJ, OCLC 529171
- Eilenberg, Samuel and Moore, J. C. (1965) Foundations of relative homological algebra (Memoirs of the American Mathematical Society number 55) American Mathematical Society, Providence, R.I., OCLC 1361982
- Hatcher, A., (2002) Algebraic Topology Cambridge University Press, ISBN 0-521-79540-0. Detailed discussion of homology theories for simplicial complexes and manifolds, singular homology, etc.
- Homology group at Encyclopaedia of Mathematics
- Hilton, Peter (1988), "A Brief, Subjective History of Homology and Homotopy Theory in This Century", Mathematics Magazine (Mathematical Association of America) 60 (5): 282–291, JSTOR 2689545
- Teicher, M. (ed.) (1999), The Heritage of Emmy Noether, Israel Mathematical Conference Proceedings, Bar-Ilan University/American Mathematical Society/Oxford University Press, ISBN 978-0-19-851045-1, OCLC 223099225
- Homology (Topological space) at PlanetMath.org.
- Spanier, Edwin H. (1966). Algebraic Topology., Springer, p. 155,. ISBN 0-387-90646-0.
- Timothy Gowers, June Barrow-Green, Imre Leader (2010), The Princeton Companion to Mathematics., Princeton University Press, ISBN 9781400830398.
- John Stillwell (1993), Classical Topology and Combinatorial Group Theory, Springer, doi:10.1007/978-1-4612-4372-4_6, ISBN 978-0-387-97970-0.
- Charles A. Weibel (1999), History of Homological Algebra, chapter 28 in the book History of Topology by I.M. James, Elsevier, ISBN 9780080534077.