Wandering Set
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In dynamical systems and
ergodic theory Ergodic theory (Greek: ' "work", ' "way") is a branch of mathematics that studies statistical properties of deterministic dynamical systems; it is the study of ergodicity. In this context, statistical properties means properties which are expres ...
, the concept of a wandering set formalizes a certain idea of movement and mixing. When a dynamical system has a wandering set of non-zero measure, then the system is a dissipative system. This is the opposite of a conservative system, to which the
Poincaré recurrence theorem In mathematics and physics, the Poincaré recurrence theorem states that certain dynamical systems will, after a sufficiently long but finite time, return to a state arbitrarily close to (for continuous state systems), or exactly the same as (for ...
applies. Intuitively, the connection between wandering sets and dissipation is easily understood: if a portion of the
phase space In dynamical system theory, a phase space is a space in which all possible states of a system are represented, with each possible state corresponding to one unique point in the phase space. For mechanical systems, the phase space usually ...
"wanders away" during normal time-evolution of the system, and is never visited again, then the system is dissipative. The language of wandering sets can be used to give a precise, mathematical definition to the concept of a dissipative system. The notion of wandering sets in phase space was introduced by Birkhoff in 1927.


Wandering points

A common, discrete-time definition of wandering sets starts with a map f:X\to X of a topological space ''X''. A point x\in X is said to be a wandering point if there is a neighbourhood ''U'' of ''x'' and a positive integer ''N'' such that for all n>N, the
iterated map In mathematics, an iterated function is a function (that is, a function from some set to itself) which is obtained by composing another function with itself a certain number of times. The process of repeatedly applying the same function i ...
is non-intersecting: :f^n(U) \cap U = \varnothing. A handier definition requires only that the intersection have measure zero. To be precise, the definition requires that ''X'' be a
measure space A measure space is a basic object of measure theory, a branch of mathematics that studies generalized notions of volumes. It contains an underlying set, the subsets of this set that are feasible for measuring (the -algebra) and the method that i ...
, i.e. part of a triple (X,\Sigma,\mu) of Borel sets \Sigma and a measure \mu such that :\mu\left(f^n(U) \cap U \right) = 0, for all n>N. Similarly, a continuous-time system will have a map \varphi_t:X\to X defining the time evolution or
flow Flow may refer to: Science and technology * Fluid flow, the motion of a gas or liquid * Flow (geomorphology), a type of mass wasting or slope movement in geomorphology * Flow (mathematics), a group action of the real numbers on a set * Flow (psych ...
of the system, with the time-evolution operator \varphi being a one-parameter continuous abelian group action on ''X'': :\varphi_ = \varphi_t \circ \varphi_s. In such a case, a wandering point x\in X will have a neighbourhood ''U'' of ''x'' and a time ''T'' such that for all times t>T, the time-evolved map is of measure zero: :\mu\left(\varphi_t(U) \cap U \right) = 0. These simpler definitions may be fully generalized to the group action of a topological group. Let \Omega=(X,\Sigma,\mu) be a measure space, that is, a
set Set, The Set, SET or SETS may refer to: Science, technology, and mathematics Mathematics *Set (mathematics), a collection of elements *Category of sets, the category whose objects and morphisms are sets and total functions, respectively Electro ...
with a
measure 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 * Mea ...
defined on its
Borel subset In mathematics, a Borel set is any set in a topological space that can be formed from open sets (or, equivalently, from closed sets) through the operations of countable union, countable intersection, and relative complement. Borel sets are named a ...
s. Let \Gamma be a group acting on that set. Given a point x \in \Omega, the set :\ is called the trajectory or orbit of the point ''x''. An element x \in \Omega is called a wandering point if there exists a neighborhood ''U'' of ''x'' and a neighborhood ''V'' of the identity in \Gamma such that :\mu\left(\gamma \cdot U \cap U\right)=0 for all \gamma \in \Gamma-V.


Non-wandering points

A non-wandering point is the opposite. In the discrete case, x\in X is non-wandering if, for every open set ''U'' containing ''x'' and every ''N'' > 0, there is some ''n'' > ''N'' such that :\mu\left(f^n(U)\cap U \right) > 0. Similar definitions follow for the continuous-time and discrete and continuous group actions.


Wandering sets and dissipative systems

A wandering set is a collection of wandering points. More precisely, a subset ''W'' of \Omega is a wandering set under the action of a discrete group \Gamma if ''W'' is measurable and if, for any \gamma \in \Gamma - \ the intersection :\gamma W \cap W is a set of measure zero. The concept of a wandering set is in a sense dual to the ideas expressed in the Poincaré recurrence theorem. If there exists a wandering set of positive measure, then the action of \Gamma is said to be ', and the dynamical system (\Omega, \Gamma) is said to be a dissipative system. If there is no such wandering set, the action is said to be ', and the system is a conservative system. For example, any system for which the
Poincaré recurrence theorem In mathematics and physics, the Poincaré recurrence theorem states that certain dynamical systems will, after a sufficiently long but finite time, return to a state arbitrarily close to (for continuous state systems), or exactly the same as (for ...
holds cannot have, by definition, a wandering set of positive measure; and is thus an example of a conservative system. Define the trajectory of a wandering set ''W'' as :W^* = \bigcup_ \;\; \gamma W. The action of \Gamma is said to be ' if there exists a wandering set ''W'' of positive measure, such that the orbit W^* is
almost-everywhere In measure theory (a branch of mathematical analysis), a property holds almost everywhere if, in a technical sense, the set for which the property holds takes up nearly all possibilities. The notion of "almost everywhere" is a companion notion t ...
equal to \Omega, that is, if :\Omega - W^* is a set of measure zero. The
Hopf decomposition In mathematics, the Hopf decomposition, named after Eberhard Hopf, gives a canonical decomposition of a measure space (''X'', μ) with respect to an invertible non-singular transformation ''T'':''X''→''X'', i.e. a transformation which with its ...
states that every
measure space A measure space is a basic object of measure theory, a branch of mathematics that studies generalized notions of volumes. It contains an underlying set, the subsets of this set that are feasible for measuring (the -algebra) and the method that i ...
with a non-singular transformation can be decomposed into an invariant conservative set and an invariant wandering set.


See also

*
No wandering domain theorem In mathematics, the no-wandering-domain theorem is a result on dynamical systems, proven by Dennis Sullivan in 1985. The theorem states that a rational map ''f'' : Ĉ → Ĉ with deg(''f'') ≥ 2 does not have a wandering ...


References

* * Alexandre I. Danilenko and Cesar E. Silva (8 April 2009).
Ergodic theory: Nonsingular transformations
'; Se
Arxiv arXiv:0803.2424
* {{DEFAULTSORT:Wandering Set Ergodic theory Limit sets Dynamical systems