Quasi-isometry
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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, a quasi-isometry is a function between two
metric space In mathematics, a metric space is a set together with a notion of '' distance'' between its elements, usually called points. The distance is measured by a function called a metric or distance function. Metric spaces are the most general setti ...
s that respects large-scale geometry of these spaces and ignores their small-scale details. Two metric spaces are quasi-isometric if there exists a quasi-isometry between them. The property of being quasi-isometric behaves like an
equivalence relation In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation. Each equivalence relatio ...
on the
class Class or The Class may refer to: Common uses not otherwise categorized * Class (biology), a taxonomic rank * Class (knowledge representation), a collection of individuals or objects * Class (philosophy), an analytical concept used differently ...
of metric spaces. The concept of quasi-isometry is especially important in
geometric group theory Geometric group theory is an area in mathematics devoted to the study of finitely generated groups via exploring the connections between algebraic properties of such group (mathematics), groups and topology, topological and geometry, geometric pro ...
, following the work of Gromov.


Definition

Suppose that f is a (not necessarily continuous) function from one metric space (M_1,d_1) to a second metric space (M_2,d_2). Then f is called a ''quasi-isometry'' from (M_1,d_1) to (M_2,d_2) if there exist constants A\ge 1, B\ge 0, and C\ge 0 such that the following two properties both hold:P. de la Harpe, ''Topics in geometric group theory''. Chicago Lectures in Mathematics. University of Chicago Press, Chicago, IL, 2000. #For every two points x and y in M_1, the distance between their images is up to the additive constant B within a factor of A of their original distance. More formally: #:\forall x,y\in M_1: \frac\; d_1(x,y)-B\leq d_2(f(x),f(y))\leq A\; d_1(x,y)+B. #Every point of M_2 is within the constant distance C of an image point. More formally: #:\forall z\in M_2:\exists x\in M_1: d_2(z,f(x))\le C. The two metric spaces (M_1,d_1) and (M_2,d_2) are called quasi-isometric if there exists a quasi-isometry f from (M_1,d_1) to (M_2,d_2). A map is called a quasi-isometric embedding if it satisfies the first condition but not necessarily the second (i.e. it is coarsely
Lipschitz Lipschitz, Lipshitz, or Lipchitz, is an Ashkenazi Jewish (Yiddish/German-Jewish) surname. The surname has many variants, including: Lifshitz ( Lifschitz), Lifshits, Lifshuts, Lefschetz; Lipschitz, Lipshitz, Lipshits, Lopshits, Lipschutz (Lip ...
but may fail to be coarsely surjective). In other words, if through the map, (M_1,d_1) is quasi-isometric to a subspace of (M_2,d_2). Two metric spaces ''M1'' and ''M2'' are said to be quasi-isometric, denoted M_1\underset M_2 , if there exists a quasi-isometry f:M_1\to M_2.


Examples

The map between the
Euclidean plane In mathematics, the Euclidean plane is a Euclidean space of dimension two. That is, a geometric setting in which two real quantities are required to determine the position of each point ( element of the plane), which includes affine notions ...
and the plane with the
Manhattan distance A taxicab geometry or a Manhattan geometry is a geometry whose usual distance function or metric of Euclidean geometry is replaced by a new metric in which the distance between two points is the sum of the absolute differences of their Cartesian co ...
that sends every point to itself is a quasi-isometry: in it, distances are multiplied by a factor of at most \sqrt 2. Note that there can be no isometry, since, for example, the points (1, 0), (-1, 0), (0, 1), (0, -1) are of equal distance to each other in Manhattan distance, but in the Euclidean plane, there are no 4 points that are of equal distance to each other. The map f:\mathbb^n\mapsto\mathbb^n (both with the
Euclidean metric In mathematics, the Euclidean distance between two points in Euclidean space is the length of a line segment between the two points. It can be calculated from the Cartesian coordinates of the points using the Pythagorean theorem, therefore occ ...
) that sends every n-tuple of integers to itself is a quasi-isometry: distances are preserved exactly, and every real tuple is within distance \sqrt of an integer tuple. In the other direction, the discontinuous function that rounds every tuple of real numbers to the nearest integer tuple is also a quasi-isometry: each point is taken by this map to a point within distance \sqrt of it, so rounding changes the distance between pairs of points by adding or subtracting at most 2\sqrt. Every pair of finite or bounded metric spaces is quasi-isometric. In this case, every function from one space to the other is a quasi-isometry.


Equivalence relation

If f:M_1\mapsto M_2 is a quasi-isometry, then there exists a quasi-isometry g:M_2\mapsto M_1. Indeed, g(x) may be defined by letting y be any point in the image of f that is within distance C of x, and letting g(x) be any point in f^(y). Since the
identity map Graph of the identity function on the real numbers In mathematics, an identity function, also called an identity relation, identity map or identity transformation, is a function that always returns the value that was used as its argument, unc ...
is a quasi-isometry, and the composition of two quasi-isometries is a quasi-isometry, it follows that the property of being quasi-isometric behaves like an
equivalence relation In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation. Each equivalence relatio ...
on the class of metric spaces.


Use in geometric group theory

Given a finite
generating set In mathematics and physics, the term generator or generating set may refer to any of a number of related concepts. The underlying concept in each case is that of a smaller set of objects, together with a set of operations that can be applied to ...
''S'' of a finitely generated
group A group is a number of persons or things that are located, gathered, or classed together. Groups of people * Cultural group, a group whose members share the same cultural identity * Ethnic group, a group whose members share the same ethnic ide ...
''G'', we can form the corresponding
Cayley graph In mathematics, a Cayley graph, also known as a Cayley color graph, Cayley diagram, group diagram, or color group is a graph that encodes the abstract structure of a group. Its definition is suggested by Cayley's theorem (named after Arthur Cay ...
of ''S'' and ''G''. This graph becomes a metric space if we declare the length of each edge to be 1. Taking a different finite generating set ''T'' results in a different graph and a different metric space, however the two spaces are quasi-isometric. This quasi-isometry class is thus an invariant of the group ''G''. Any property of metric spaces that only depends on a space's quasi-isometry class immediately yields another invariant of groups, opening the field of group theory to geometric methods. More generally, the Švarc–Milnor lemma states that if a group ''G'' acts properly discontinuously with compact quotient on a proper geodesic space ''X'' then ''G'' is quasi-isometric to ''X'' (meaning that any Cayley graph for ''G'' is). This gives new examples of groups quasi-isometric to each other: * If ''G' '' is a subgroup of finite
index Index (or its plural form 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 a Halo megastru ...
in ''G'' then ''G' '' is quasi-isometric to ''G''; * If ''G'' and ''H'' are the fundamental groups of two compact
hyperbolic manifold In mathematics, a hyperbolic manifold is a space where every point looks locally like hyperbolic space of some dimension. They are especially studied in dimensions 2 and 3, where they are called hyperbolic surfaces and hyperbolic 3-manifolds, r ...
s of the same dimension ''d'' then they are both quasi-isometric to the hyperbolic space H''d'' and hence to each other; on the other hand there are infinitely many quasi-isometry classes of fundamental groups of finite-volume.


Quasigeodesics and the Morse lemma

A ''quasi-geodesic'' in a metric space (X, d) is a quasi-isometric embedding of \mathbb R into X. More precisely a map \phi: \mathbb R \to X such that there exists C,K > 0 so that :\forall s, t \in \mathbb R : C^ , s - t, - K \le d(\phi(t), \phi(s)) \le C, s - t, + K is called a (C,K)-quasi-geodesic. Obviously geodesics (parametrised by arclength) are quasi-geodesics. The fact that in some spaces the converse is coarsely true, i.e. that every quasi-geodesic stays within bounded distance of a true geodesic, is called the ''Morse Lemma'' (not to be confused with the perhaps more widely known Morse lemma in differential topology). Formally the statement is: :''Let \delta, C, K > 0 and X a proper δ-hyperbolic space. There exists M such that for any (C, K)-quasi-geodesic \phi there exists a geodesic L in X such that d(\phi(t), L) \le M for all t \in \mathbb R. '' It is an important tool in geometric group theory. An immediate application is that any quasi-isometry between proper hyperbolic spaces induces a homeomorphism between their boundaries. This result is the first step in the proof of the
Mostow rigidity theorem Mostow may refer to: People * George Mostow (1923–2017), American mathematician ** Mostow rigidity theorem * Jonathan Mostow Jonathan Mostow (born November 28, 1961) is an American film director, screenwriter, and producer. He has directed f ...
.


Examples of quasi-isometry invariants of groups

The following are some examples of properties of group Cayley graphs that are invariant under quasi-isometry:


Hyperbolicity

A group is called ''hyperbolic'' if one of its Cayley graphs is a δ-hyperbolic space for some δ. When translating between different definitions of hyperbolicity, the particular value of δ may change, but the resulting notions of a hyperbolic group turn out to be equivalent. Hyperbolic groups have a solvable word problem. They are biautomatic and automatic.: indeed, they are strongly geodesically automatic, that is, there is an automatic structure on the group, where the language accepted by the word acceptor is the set of all geodesic words.


Growth

The growth rate of a
group A group is a number of persons or things that are located, gathered, or classed together. Groups of people * Cultural group, a group whose members share the same cultural identity * Ethnic group, a group whose members share the same ethnic ide ...
with respect to a symmetric
generating set In mathematics and physics, the term generator or generating set may refer to any of a number of related concepts. The underlying concept in each case is that of a smaller set of objects, together with a set of operations that can be applied to ...
describes the size of balls in the group. Every element in the group can be written as a product of generators, and the growth rate counts the number of elements that can be written as a product of length ''n''. According to Gromov's theorem, a group of polynomial growth is virtually nilpotent, i.e. it has a
nilpotent In mathematics, an element x of a ring R is called nilpotent if there exists some positive integer n, called the index (or sometimes the degree), such that x^n=0. The term was introduced by Benjamin Peirce in the context of his work on the cl ...
subgroup In group theory, a branch of mathematics, given a group ''G'' under a binary operation ∗, a subset ''H'' of ''G'' is called a subgroup of ''G'' if ''H'' also forms a group under the operation ∗. More precisely, ''H'' is a subgroup ...
of finite
index Index (or its plural form 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 a Halo megastru ...
. In particular, the order of polynomial growth k_0 has to be a
natural number In mathematics, the natural numbers are those numbers used for counting (as in "there are ''six'' coins on the table") and ordering (as in "this is the ''third'' largest city in the country"). Numbers used for counting are called '' cardinal ...
and in fact \#(n)\sim n^. If \#(n) grows more slowly than any exponential function, ''G'' has a subexponential growth rate. Any such group is amenable.


Ends

The ends of a
topological space In mathematics, a topological space is, roughly speaking, a geometrical space in which closeness is defined but cannot necessarily be measured by a numeric distance. More specifically, a topological space is a set whose elements are called poin ...
are, roughly speaking, the connected components of the “ideal boundary” of the space. That is, each end represents a topologically distinct way to move to
infinity Infinity is that which is boundless, endless, or larger than any natural number. It is often denoted by the infinity symbol . Since the time of the ancient Greeks, the philosophical nature of infinity was the subject of many discussions am ...
within the space. Adding a point at each end yields a compactification of the original space, known as the end compactification. The ends of a
finitely generated group In algebra, a finitely generated group is a group ''G'' that has some finite generating set ''S'' so that every element of ''G'' can be written as the combination (under the group operation) of finitely many elements of ''S'' and of inverses o ...
are defined to be the ends of the corresponding
Cayley graph In mathematics, a Cayley graph, also known as a Cayley color graph, Cayley diagram, group diagram, or color group is a graph that encodes the abstract structure of a group. Its definition is suggested by Cayley's theorem (named after Arthur Cay ...
; this definition is independent of the choice of a finite generating set. Every finitely-generated infinite group has either 0,1, 2, or infinitely many ends, and Stallings theorem about ends of groups provides a decomposition for groups with more than one end. If two connected locally finite graphs are quasi-isometric then they have the same number of ends. In particular, two quasi-isometric finitely generated groups have the same number of ends.


Amenability

An amenable group is a
locally compact In topology and related branches of mathematics, a topological space is called locally compact if, roughly speaking, each small portion of the space looks like a small portion of a compact space. More precisely, it is a topological space in which ev ...
topological group In mathematics, topological groups are logically the combination of groups and topological spaces, i.e. they are groups and topological spaces at the same time, such that the continuity condition for the group operations connects these two st ...
''G'' carrying a kind of averaging operation on bounded functions that is invariant under translation by group elements. The original definition, in terms of a finitely additive invariant measure (or mean) on subsets of ''G'', was introduced by
John von Neumann John von Neumann (; hu, Neumann János Lajos, ; December 28, 1903 – February 8, 1957) was a Hungarian-American mathematician, physicist, computer scientist, engineer and polymath. He was regarded as having perhaps the widest c ...
in 1929 under the
German German(s) may refer to: * Germany (of or related to) **Germania (historical use) * Germans, citizens of Germany, people of German ancestry, or native speakers of the German language ** For citizens of Germany, see also German nationality law **Ge ...
name "messbar" ("measurable" in English) in response to the
Banach–Tarski paradox The Banach–Tarski paradox is a theorem in set-theoretic geometry, which states the following: Given a solid ball in three-dimensional space, there exists a decomposition of the ball into a finite number of disjoint subsets, which can then be p ...
. In 1949 Mahlon M. Day introduced the English translation "amenable", apparently as a pun. In discrete group theory, where ''G'' has the
discrete topology In topology, a discrete space is a particularly simple example of a topological space or similar structure, one in which the points form a , meaning they are ''isolated'' from each other in a certain sense. The discrete topology is the finest top ...
, a simpler definition is used. In this setting, a group is amenable if one can say what proportion of ''G'' any given subset takes up. If a group has a Følner sequence then it is automatically amenable.


Asymptotic cone

An ultralimit is a geometric construction that assigns to a sequence of
metric space In mathematics, a metric space is a set together with a notion of '' distance'' between its elements, usually called points. The distance is measured by a function called a metric or distance function. Metric spaces are the most general setti ...
s ''Xn'' a limiting metric space. An important class of ultralimits are the so-called ''asymptotic cones'' of metric spaces. Let (''X'',''d'') be a metric space, let ''ω'' be a non-principal ultrafilter on \mathbb N and let ''pn'' ∈ ''X'' be a sequence of base-points. Then the ''ω''–ultralimit of the sequence (X, \frac, p_n) is called the asymptotic cone of ''X'' with respect to ''ω'' and (p_n)_n\, and is denoted Cone_\omega(X,d, (p_n)_n)\,. One often takes the base-point sequence to be constant, ''pn'' = ''p'' for some ''p ∈ X''; in this case the asymptotic cone does not depend on the choice of ''p ∈ X'' and is denoted by Cone_\omega(X,d)\, or just Cone_\omega(X)\,. The notion of an asymptotic cone plays an important role in
geometric group theory Geometric group theory is an area in mathematics devoted to the study of finitely generated groups via exploring the connections between algebraic properties of such group (mathematics), groups and topology, topological and geometry, geometric pro ...
since asymptotic cones (or, more precisely, their topological types and bi-Lipschitz types) provide quasi-isometry invariants of metric spaces in general and of finitely generated groups in particular.John Roe. ''Lectures on Coarse Geometry.''
American Mathematical Society The American Mathematical Society (AMS) is an association of professional mathematicians dedicated to the interests of mathematical research and scholarship, and serves the national and international community through its publications, meeting ...
, 2003.
Asymptotic cones also turn out to be a useful tool in the study of relatively hyperbolic groups and their generalizations. Cornelia Druţu and Mark Sapir (with an Appendix by
Denis Osin Denis Osin is a mathematician at Vanderbilt University working in geometric group theory and geometric topology. Career Osin received a PhD at Moscow State University in 1999 under the supervision of Aleksandr Olshansky. He worked at the Fina ...
and Mark Sapir), ''Tree-graded spaces and asymptotic cones of groups.''
Topology In mathematics, topology (from the Greek words , and ) is concerned with the properties of a geometric object that are preserved under continuous deformations, such as stretching, twisting, crumpling, and bending; that is, without closing ...
, Volume 44 (2005), no. 5, pp. 959–1058.


See also

*
Isometry In mathematics, an isometry (or congruence, or congruent transformation) is a distance-preserving transformation between metric spaces, usually assumed to be bijective. The word isometry is derived from the Ancient Greek: ἴσος ''isos'' ...
*
Coarse structure In the mathematical fields of geometry and topology, a coarse structure on a set ''X'' is a collection of subsets of the cartesian product ''X'' × ''X'' with certain properties which allow the ''large-scale structure'' of metric spaces and topologi ...


References

{{reflist Geometric group theory Metric geometry Equivalence (mathematics)