Interval Exchange Transformation
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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 ...
, an interval exchange transformation is a kind of
dynamical system In mathematics, a dynamical system is a system in which a Function (mathematics), function describes the time dependence of a Point (geometry), point in an ambient space. Examples include the mathematical models that describe the swinging of a ...
that generalises circle rotation. The phase space consists of the
unit interval In mathematics, the unit interval is the closed interval , that is, the set of all real numbers that are greater than or equal to 0 and less than or equal to 1. It is often denoted ' (capital letter ). In addition to its role in real analysis, ...
, and the transformation acts by cutting the interval into several subintervals, and then permuting these subintervals. They arise naturally in the study of polygonal billiards and in area-preserving flows.


Formal definition

Let n > 0 and let \pi be a
permutation In mathematics, a permutation of a set is, loosely speaking, an arrangement of its members into a sequence or linear order, or if the set is already ordered, a rearrangement of its elements. The word "permutation" also refers to the act or proc ...
on 1, \dots, n. Consider a
vector Vector most often refers to: *Euclidean vector, a quantity with a magnitude and a direction *Vector (epidemiology), an agent that carries and transmits an infectious pathogen into another living organism Vector may also refer to: Mathematic ...
\lambda = (\lambda_1, \dots, \lambda_n) of positive real numbers (the widths of the subintervals), satisfying :\sum_^n \lambda_i = 1. Define a map T_: ,1rightarrow ,1 called the interval exchange transformation associated with the pair (\pi,\lambda) as follows. For 1 \leq i \leq n let :a_i = \sum_ \lambda_j \quad \text \quad a'_i = \sum_ \lambda_. Then for x \in ,1/math>, define : T_(x) = x - a_i + a'_i if x lies in the subinterval
translation Translation is the communication of the Meaning (linguistic), meaning of a #Source and target languages, source-language text by means of an Dynamic and formal equivalence, equivalent #Source and target languages, target-language text. The ...
, and it rearranges these subintervals so that the subinterval at position i is moved to position \pi(i).


Properties

Any interval exchange transformation T_ is a bijection of ,1/math> to itself that preserves the
Lebesgue measure In measure theory, a branch of mathematics, the Lebesgue measure, named after French mathematician Henri Lebesgue, is the standard way of assigning a measure to subsets of ''n''-dimensional Euclidean space. For ''n'' = 1, 2, or 3, it coincides wit ...
. It is continuous except at a finite number of points. The inverse of the interval exchange transformation T_ is again an interval exchange transformation. In fact, it is the transformation T_ where \lambda'_i = \lambda_ for all 1 \leq i \leq n. If n=2 and \pi = (12) (in
cycle notation In mathematics, a permutation of a set is, loosely speaking, an arrangement of its members into a sequence or linear order, or if the set is already ordered, a rearrangement of its elements. The word "permutation" also refers to the act or p ...
), and if we join up the ends of the interval to make a circle, then T_ is just a circle rotation. The
Weyl equidistribution theorem In mathematics, a sequence (''s''1, ''s''2, ''s''3, ...) of real numbers is said to be equidistributed, or uniformly distributed, if the proportion of terms falling in a subinterval is proportional to the length of that subinterval. Such sequences ...
then asserts that if the length \lambda_1 is
irrational Irrationality is cognition, thinking, talking, or acting without inclusion of rationality. It is more specifically described as an action or opinion given through inadequate use of reason, or through emotional distress or cognitive deficiency. T ...
, then T_ is
uniquely ergodic In mathematics, ergodicity expresses the idea that a point of a moving system, either a dynamical system or a stochastic process, will eventually visit all parts of the space that the system moves in, in a uniform and random sense. This implies tha ...
. Roughly speaking, this means that the orbits of points of ,1/math> are uniformly evenly distributed. On the other hand, if \lambda_1 is rational then each point of the interval is periodic, and the period is the denominator of \lambda_1 (written in lowest terms). If n>2, and provided \pi satisfies certain non-degeneracy conditions (namely there is no integer 0 < k < n such that \pi(\) = \), a deep theorem which was a conjecture of M.Keane and due independently to
William A. Veech William A. Veech was the Edgar O. Lovett Professor of Mathematics at Rice UniversityFaculty pro ...
and to
Howard Masur Howard Alan Masur is an American mathematician who works on topology, geometry and combinatorial group theory. Biography Masur was an invited speaker at the 1994 International Congress of Mathematicians in Zürich. and is a fellow of the Ameri ...
asserts that for
almost all In mathematics, the term "almost all" means "all but a negligible amount". More precisely, if X is a set, "almost all elements of X" means "all elements of X but those in a negligible subset of X". The meaning of "negligible" depends on the math ...
choices of \lambda in the unit simplex \ the interval exchange transformation T_ is again
uniquely ergodic In mathematics, ergodicity expresses the idea that a point of a moving system, either a dynamical system or a stochastic process, will eventually visit all parts of the space that the system moves in, in a uniform and random sense. This implies tha ...
. However, for n \geq 4 there also exist choices of (\pi,\lambda) so that T_ is
ergodic In mathematics, ergodicity expresses the idea that a point of a moving system, either a dynamical system or a stochastic process, will eventually visit all parts of the space that the system moves in, in a uniform and random sense. This implies tha ...
but not
uniquely ergodic In mathematics, ergodicity expresses the idea that a point of a moving system, either a dynamical system or a stochastic process, will eventually visit all parts of the space that the system moves in, in a uniform and random sense. This implies tha ...
. Even in these cases, the number of ergodic
invariant Invariant and invariance may refer to: Computer science * Invariant (computer science), an expression whose value doesn't change during program execution ** Loop invariant, a property of a program loop that is true before (and after) each iteratio ...
measures Measure may refer to: * Measurement, the assignment of a number to a characteristic of an object or event Law * Ballot measure, proposed legislation in the United States * Church of England Measure, legislation of the Church of England * Measu ...
of T_ is finite, and is at most n. Interval maps have a
topological entropy 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 h ...
of zero. Matthew Nicol and Karl Petersen, (2009)
Ergodic Theory: Basic Examples and Constructions
, ''Encyclopedia of Complexity and Systems Science'', Springer https://doi.org/10.1007/978-0-387-30440-3_177


Odometers

The dyadic odometer can be understood as an interval exchange transformation of a countable number of intervals. The dyadic odometer is most easily written as the transformation :T\left(1,\dots,1,0,b_,b_,\dots\right) = \left(0,\dots,0,1,b_,b_,\dots \right) defined on the
Cantor space In mathematics, a Cantor space, named for Georg Cantor, is a topological abstraction of the classical Cantor set: a topological space is a Cantor space if it is homeomorphic to the Cantor set. In set theory, the topological space 2ω is called "the ...
\^\mathbb. The standard mapping from Cantor space into the
unit interval In mathematics, the unit interval is the closed interval , that is, the set of all real numbers that are greater than or equal to 0 and less than or equal to 1. It is often denoted ' (capital letter ). In addition to its role in real analysis, ...
is given by :(b_0,b_1,b_2,\cdots)\mapsto x=\sum_^\infty b_n2^ This mapping is a measure-preserving
homomorphism In algebra, a homomorphism is a structure-preserving map between two algebraic structures of the same type (such as two groups, two rings, or two vector spaces). The word ''homomorphism'' comes from the Ancient Greek language: () meaning "same" ...
from the Cantor set to the unit interval, in that it maps the standard
Bernoulli measure In probability and statistics, a Bernoulli process (named after Jacob Bernoulli) is a finite or infinite sequence of binary random variables, so it is a discrete-time stochastic process that takes only two values, canonically 0 and 1. The ...
on the Cantor set to the
Lebesgue measure In measure theory, a branch of mathematics, the Lebesgue measure, named after French mathematician Henri Lebesgue, is the standard way of assigning a measure to subsets of ''n''-dimensional Euclidean space. For ''n'' = 1, 2, or 3, it coincides wit ...
on the unit interval. A visualization of the odometer and its first three iterates appear on the right.


Higher dimensions

Two and higher-dimensional generalizations include polygon exchanges, polyhedral exchanges and piecewise isometries.Piecewise isometries – an emerging area of dynamical systems
Arek Goetz


See also

*
Odometer An odometer or odograph is an instrument used for measuring the distance traveled by a vehicle, such as a bicycle or car. The device may be electronic, mechanical, or a combination of the two (electromechanical). The noun derives from ancient Gr ...


Notes


References

* Artur Avila and Giovanni Forni, ''Weak mixing for interval exchange transformations and translation flows'', arXiv:math/0406326v1, ''https://arxiv.org/abs/math.DS/0406326'' {{Chaos theory Chaotic maps