Minimal dynamical systems
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Curator: Dr. Sergiy Kolyada, Institute of Mathematics, NASU, Ukraine
Curator: Dr. Ľubomír Snoha, Department of Mathematics, Faculty of Natural Sciences, Matej Bel University, Banská Bystrica, Slovakia
When investigating a dynamical system it may first be useful to find its nontrivial (i.e. non-empty and proper) closed subsystems and study the dynamics restricted to them. Indeed, this may be easier than studying the full dynamics and yet still provide us with useful information about the dynamics of the whole system. Of course, such a simplification cannot be done if the system has no nontrivial closed subsystems, and thus systems with this property deserve to be given a special name. G. D. Birkhoff in 1912 called them minimal systems [Bir]: these can be considered to be the most fundamental dynamical systems. General references are [GH], [Got1], [Got2], [Ell1], [Br], [Au] and [Vri].
Minimal systems - equivalent definitions
By a dynamical system
we mean a topological space
together with a continuous map
. The space
is sometimes called the phase space of the system. A set
is called
-invariant if
.
A dynamical system
is called minimal if
does not contain any non-empty, proper, closed
-invariant set. In such a case we also say that the map
itself is minimal.
Given a point
in a system
,
denotes its orbit (by an orbit we mean a forward orbit even if
is a homeomorphism) and
denotes its
-limit set, i.e. the set of limit points of the sequence
. The following conditions are equivalent:
- (
is minimal,
- every orbit is dense in
,
-
for every
.
A minimal map
is necessarily surjective if
is assumed to be Hausdorff and compact.
Examples of minimal homeomorphisms
Example 1. Consider a homeomorphism of the
-torus,
,
of the form
, where
are rationally independent and
is defined in the obvious way. Then
is
minimal (and ergodic with respect to Lebesgue measure). M. Rees [R1]
found a minimal homeomorphism
which is an extension of
(i.e.,
for some continuous surjection
of
) such that
has positive
topological entropy. In fact every
-manifold,
, which carries a minimal homeomorphism also carries a minimal homeomorphism with positive topological entropy [BCLR].
Example 2. Let
be a sequence of integers
. Let
be the set of all one-sided infinite sequences
for which
. Think of these sequences as 'integers' in multibase notation, the base of the
digit
being
. With the natural (product) topology,
is homeomorphic to the Cantor set. Define a map
which informally may be described as 'add 1 and carry' where the addition is performed at the leftmost term
and the carry proceeds to the right in multibase notation. Then
is a minimal homeomorphism and is called a generalized adding machine or an odometer (as a general reference see e.g. [Dow]).
In general it is difficult to construct a minimal homeomorphism, see for instance the examples of minimal homeomorphisms on the Klein bottle in [Ell] and [Par]. For some methods of constructions of minimal homeomorphisms see [AnK], [Ell], [GW] and [FK].
Existence of minimal sets
Given a dynamical system
, a set
is called a minimal set if it is non-empty, closed and invariant and if no proper subset of
has these three properties. So,
is a minimal set if and only if
is a minimal system. A system
is minimal if and only if
is a minimal set in
.
The basic fact discovered by G. D. Birkhoff is that in any compact system
there are minimal sets.
Since any orbit closure is invariant, we get that any compact orbit closure contains a minimal set. This is how compact minimal sets may appear in non-compact spaces. Two minimal sets in
either are disjoint or coincide. A minimal set
is strongly
-invariant, i.e.
, provided it is compact Hausdorff.
Minimality and syndetical recurrence
A set
is called syndetic if it has bounded gaps, i.e. if there exists
such that every block of
consecutive positive integers intersects
.
Given a dynamical system
, a point
is said to be syndetically recurrent (or strongly recurrent or uniformly recurrent or almost periodic) if for every open neighborhood
of
the set of return times
is syndetic. Thus a syndetically recurrent point is one which is recurrent with `bounded return times'.
There is a closed connection between syndetical recurrence and minimal systems. Let
be a dynamical system.
- If
is compact and
is minimal then every point
is syndetically recurrent.
- Conversely, if
is regular and
is syndetically recurrent then its orbit closure
is a minimal set.
So, if the phase space
is regular and every point
is syndetically recurrent then the system is the disjoint union of its minimal subsystems. Such systems are sometimes called semi-simple. A nice example of a semi-simple system
is the unit disk rotated at different rates around the center. Precisely, define
in the complex notation and
in polar coordinates as follows:
,
.
Minimality of a map and its iterates
A system
is called totally minimal if
is minimal for all
. We describe what happens if a system is minimal but not totally minimal.
Let
be a compact Hausdorff space and
be continuous. If
is minimal but
is not, then there are pairwise disjoint compact subsets
, uniquely defined up to the order, with
, such that
is a divisor of
,
and
is minimal for each
(hence also
is minimal for each
). Since the minimal sets for
are uniquely defined and pairwise disjoint, they are just the sets
. In other words, the number of all distinct subsets of
minimal for
is equal to
.
As a corollary we get that if a compact Hausdorff space
is connected and
is minimal then
is totally minimal.
For more details on this topic see [Ye], cf. [Ban].
Other equivalent definitions of a minimal system
For a compact metric space
and a continuous map
the following are equivalent:
-
is minimal.
-
and every backward orbit of every point in
is dense (by a backward orbit of
we mean any set
with
for
).
- The only closed subsets
of
with
are
and
.
- For every non-empty open set
, there exists
such that
.
Topological properties of minimal maps
A continuous map
between topological spaces is called irreducible if it is surjective and
for every proper closed subset
A map
is called almost open if it sends non-empty open sets to sets with non-empty interior (the terminology is not unified -- instead of almost open some authors say semi-open, feebly open, somewhat open or quasi-interior).
Let
be a compact Hausdorff space and
continuous. Then
-
is minimal
is irreducible
is almost open.
- If
is minimal then the following are equivalent:
is open
is injective
is a homeomorphism.
It follows that any minimal map in a compact Hausdorff space is either a homeomorphism or a non-invertible and non-open (but irreducible and hence almost open) map.
Another interesting property of minimal maps in compact Hausdorff spaces is the following one:
- For every non-empty open set
, there exists
such that
.
Though minimal maps need not be invertible, in some aspects they behave like homeomorphisms. For instance, if
is a minimal map in a compact Hausdorff space
and
then both
and
share some topological properties with the set
-- namely the ones which describe how large a set is. In fact, the following claims hold.
- If
is nowhere dense (dense, of 1st category, of 2nd category, residual) then both
and
are nowhere dense (dense, of 1st category, of 2nd category, residual), respectively.
- If
has nonempty interior (has the Baire property) then both
and
have nonempty interior (have the Baire property), respectively.
- If
is open then there is an open set
such that
(here
may not be unique; the largest of such sets is always the interior of
).
The fact that in some aspects minimal maps behave like homeomorphisms will be less surprising in the light of the following result.
Let
be a compact metric space and
be minimal. Then
-
is almost one-to-one, which means that the set
is a
-dense set in
.
- there exists a residual set
such that
and
is a minimal homeomorphism. Moreover,
is also a minimal homeomorphism and while
is uniformly continuous,
is uniformly continuous only in the case when
is a homeomorphism (then one can take
).
For proofs of these results see [KST].
Examples of minimal non-invertible maps
To construct a minimal non-invertible map in a given space is usually more difficult than to construct a minimal homeomorphism. However, symbolic dynamics provides many examples of minimal non-invertible maps. Given a finite alphabet
, consider
endowed with the shift
. One can prove that any subshift of
on which the shift acts injectively consists of finitely many periodic orbits. Hence any minimal subshift of
which is not reduced to a periodic orbit is non-invertible. On the other hand by the Jewett-Krieger theorem there exist a variety of minimal subshifts, most of which do not consist of a periodic orbit; among them, zero-entropy as well as positive-entropy systems with various properties. Other examples are less abstract: one-sided Sturmian and Toeplitz systems are minimal subshifts, none of which is reduced to one periodic orbit.
Other interesting examples of non-invertible minimal maps on a Cantor set come from interval dynamics when a suitable interval map is restricted to an invariant Cantor set. For instance, there are unimodal maps whose restriction to a Cantor set (the
-limit set
of the critical point
) is minimal and fails to be invertible only at
points, each of them lying in the backward orbit of
(one of them is
itself) and having two preimages in
(all other points in
have only one preimage
in
), see [BKP].
The first examples of non-invertible minimal maps on a manifold, namely on the
-torus, were found in [KST]. Such a map can for instance be constructed by developing ideas from [R]. More generally, any minimal skew product homeomorphism of the torus having an asymptotic pair of points has an almost one-to-one factor which is a minimal non-invertible map of the torus.
Examples of non-invertible minimal maps in some more exotic spaces can be found in [BKS] and in [SS] (they are mentioned in the next section) and in [AY].
Spaces admitting minimal maps
The classification, i.e. the full topological characterization of compact metric spaces admitting minimal maps is a well-known open problem in topological dynamics, solved only in few particular cases.
If a space allows a minimal map, the proof usually builds on a standard example of a minimal homeomorphism (see Section 2). Proofs that a space does not admit any minimal map/homeomorphism often rely on the fixed (periodic) point property. For example, any homeomorphism on a compact manifold with non-zero Euler characteristic (homotopic to the identity or not) has a periodic point, hence all compact surfaces except the torus and the Klein bottle do not admit minimal homeomorphisms. One result which can be used if the space does not have the fixed point property is that if
is a non-compact Hausdorff topological space with a compact subset having non-empty interior, then
does not admit any minimal map (see [Got]).
There are spaces, even metric continua, of all four possible types from the point of view whether they admit a minimal homeomorphism or not and whether they admit a minimal non-invertible map or not. The
-torus admits both of them, the unit compact interval admits neither of them. The circle admits no minimal non-invertible map, while admitting a minimal homeomorphism. The pinched
-torus (i.e. the torus on which two points are identified) admits a minimal non-invertible map but it has a fixed point property for homeomorphisms. For other interesting examples of continua in this context see [BKS].
A necessary condition for a compact metric space X to admit a minimal map is that the quotient space
, where
is the decomposition of
into the connected components, be either finite or Cantor. However, this condition is far from being sufficient.
The problem of the classification of spaces admitting minimal maps is solved in two important classes of spaces -- in the class of 2-manifolds and in the class of almost totally disconnected compact metric spaces.
First let us discuss manifolds. Suppose that
is a minimal map of a
-manifold (compact or not, with or without boundary). Then
is a monotone map with tree-like point inverses and
is either a finite union of tori or a finite union of Klein bottles which are cyclically permuted by
, see [BOT].
It is known (Church [Ch]) that any
(real analytic) monotone map on a compact (smooth) manifold is a diffeomorphism. Therefore there are no minimal non-invertible
maps on surfaces. The examples of minimal non-invertible maps on the
-torus (which are constructed in [KST]) are just
maps. So, the existence of smooth minimal non-invertible maps on manifolds is still an open problem.
On manifolds of dimension
a general theorem by Katok [Ka], and Fathi and Herman (see [FH]) ties the existence of minimal diffeomorphisms to the existence of locally free diffeomorphisms. In particular all the odd-dimensional spheres admit minimal diffeomorphisms. The classification of compact
-manifolds,
, admitting minimal maps is an open problem.
We are able to characterize spaces admitting minimal maps also among all almost totally disconnected compact metric spaces.
A space
is said to be almost totally disconnected if the set of its degenerate components, considered as a subset of
, is dense in
. A compact metric space
is said to be a cantoroid if it is almost totally disconnected and has no isolated point. An almost totally disconnected compact metric space admits a minimal map if and only if it is either a finite set or a cantoroid (see [BDHSS]). This result shows, among others, that there exist many minimal systems with nonhomogeneous phase spaces (a space
is homogeneous, i.e. for any points
there is a homeomorphism
with
). Examples of nonhomogeneous minimal systems on cantoroids are Floyd-Auslander systems (see, e.g., [HJ] and references therein), some non-invertible minimal systems which are generalizations of Floyd-Auslander systems (see [SS]) and some others.
Topological structure of minimal sets
The problem of understanding the behavior of all points of a given system under forward iteration and, in particular, finding all minimal sets of the system is central in topological dynamics. It seems that Dowker [Dowk] and Cartwright [Car] were the first who studied the topological structure of minimal sets (of homeomorphisms). Since then it has been a topic of constant interest.
Much is known on the topological structure of minimal sets in spaces with dimension at most one. If
is a compact zero-dimensional space,
is continuous and
is a minimal set of
then
is either a finite set (a periodic orbit of
) or a Cantor set. This is in fact a characterization because also conversely, whenever
is a finite or a Cantor set then there is a continuous map
such that
is a minimal set of
. Among one-dimensional spaces, the characterization of minimal sets is known for graphs --- minimal sets on connected graphs are characterized as finite sets, Cantor sets and unions of finitely many pairwise disjoint simple closed curves, see [BHS] or [Mai]. The full characterization of minimal sets on dendrites and on local dendrites can be found in [BDHSS].
With the exception of maps of zero and some one-dimensional spaces, the dynamics of arbitrary continuous maps is not extensively studied. This is quite understandable because continuity puts little restriction on maps of spaces of dimension higher than 1. In particular, in higher dimensions the topological structure of minimal sets is much more complicated and only few results and some important examples are known.
However, for some classes of maps which are special from the dynamical or topological point of view, the structure of minimal sets can be partially described regardless of the dimension of the phase space. One result of this kind is that if a dynamical system
is topologically transitive then every minimal set of
is either nowhere dense or it is the whole space
. The same is true for homeomorphisms. In fact, if
is a dynamical system and
is a homeomorphism then the boundary of a minimal set
is
-invariant (and closed), hence is equal to the set
or is empty. Thus, a minimal set of a homeomorphism either has empty interior (i.e., it is nowhere dense in
) or it is a clopen subset of
. Consequently, if
is connected, then the homeomorphism
has only nowhere dense minimal sets, with one possible exception when the whole space
is minimal for
.
On manifolds we know, due to [KST1], that if
is a compact connected
-dimensional manifold, with or without boundary,
is a continuous map and
is a minimal set of the dynamical system
then either
or
is a nowhere dense subset of
. Moreover, by [BOT], the former case is possible only if
is a torus or a Klein bottle. To find a full topological characterization of minimal sets on compact, connected
-manifolds is a very difficult task. Of course, some examples of `strange' minimal sets of continuous maps on
-manifolds are scattered in the literature (e.g., the Sierpiński curve on the
-torus, see [BKS], or a pseudocircle, see [Hand]). One can also think of embedding known one-dimensional minimal systems into a
-manifold. But all this is far from giving a characterization of minimal sets.
It is an open problem whether, for
, on compact connected
-dimensional manifolds proper minimal sets with nonempty interior exist.
Minimality and chaos
The different notions of chaos at least share a common motivating intuition of unpredictability due to the divergence of nearby orbits. Different definitions begin with different interpretations of this divergence. We present here some popular ideas and relations between them for minimal dynamical systems (see Fig.1).
Let
be a dynamical system. The idea of sensitivity was formalized in Auslander and Yorke [AY] and popularized in Devaney [Dev]. A point
is called Lyapunov stable if, for any
, there exists
such that the inequality
yields
for all integers
. This condition means that the iteration sequence
is equicontinuous at the point
. A point of this type is therefore also called an equicontinuity point. The system
is called almost equicontinuous if there is a dense
set of equicontinuity points.
So, a point
is not Lyapunov stable if there is
such that arbitrarily close to
there are points
with
for some
. We then say that
is Lyapunov
-unstable. A system
is said to exhibit sensitive dependence on initial conditions (or is briefly called sensitive) if there exists
such that every point
is Lyapunov
-unstable.
Studying maps of the interval, Li and Yorke [LY] suggested that the 'divergent pairs' to consider are the pairs
which are proximal but not asymptotic. We will call a pair
a Li-Yorke pair, or a scrambled pair, when
A system is called Li-Yorke chaotic when it contains an uncountable scrambled set. A subset
is
when any pair of distinct points in
is a Li-Yorke pair. A system is called generically chaotic when the set of all Li-Yorke pairs is a residual subset of
.
The following concept from [AK] links the Li-Yorke versions of chaos with the notion of sensitivity to initial conditions. A dynamical system
is called Li--Yorke sensitive if there exists a positive
such that for every
and every neighborhood
of
there exists a point
such that the pair
is Li-Yorke with modulus
(i.e., in the definition of a Li-Yorke pair,
is greater than
rather than just positive).
For subsets
and
of
we define the hitting time set
. Recall that
is transitive if for every pair of non-empty open subsets
and
of
the hitting time set
is non-empty, hence infinite.
is (topologically) mixing if for every pair of non-empty open subsets
and
of
the hitting time set
is co-finite. A system
is called weakly mixing when the product system
is transitive. The Furstenberg Intersection Lemma says that for weakly mixing systems the collection of sets
non-empty open in
and
generates a filter (see Akin [Ak], p. 88). A dynamical system is scattering if and only if its cartesian product with any minimal dynamical system is transitive.
Finally, a dynamical system is called
-mixing (or a topological
-system) if every nontrivial finite open cover (each element is not dense) has positive topological entropy. Minimal topological
-systems exhibit all kinds of chaos considered in Fig. 1.
For more information on topological
-systems see e.g. [HY], [HSY] and references therein.
Topological transformation groups and minimality
A topological transformation group (abbreviation: ttg) is a triple
where
is a Hausdorff topological space,
is a topological group and
is
a jointly continuous action of
on
. A ttg with
is called a continuous flow
and a ttg with
is called a discrete flow. The orbit of a point
is the set
and a set
is invariant if it contains orbits of all its points.
Then the definitions of minimal sets and minimality for a ttg are analogous to those for maps. However,
in case of discrete flows sometimes misunderstandings arise about the definition of minimality. To
explain them, recall that if
is a ttg and
then the mapping
is
a continuous map which is in fact a homeomorphism of
onto
. It is called the
-transition, or time
-map,
of the ttg. The map
is a homomorphism of the group
into the group of homeomorphisms
of
onto
. Thus, to define a discrete flow
is the same as
to choose a homeomorphism
. However, while in
the orbit of
a point
is the full orbit
, in the dynamical system
(when
is viewed as just a map) the orbit of
is the forward orbit
, if not stated otherwise (see Section 1). For a homeomorphism, minimality in the sense of the density of all full orbits is in general not equivalent
to minimality in the sense of the density of all forward orbits. There are locally compact (but not compact) metric spaces which admit minimal homeomorphisms in the former sense but do not admit any minimal map in the latter one. However, if
is a compact metric space,
these two definitions are equivalent.
For the structure of minimal sets of a ttg the same alternative holds as the one
discussed above in the case of a homeomorphism - a minimal set is either nowhere dense or clopen.
Hence, if a minimal set of a ttg has nonempty interior then it is a union of components of
(just one component if
the group
is connected) and so it coincides with
provided
is connected.
The problem of which topological properties characterize a space
that is a phase space of some minimal ttg,
is far from being solved even for groups
and
. For
and compact
,
see the pieces of information on minimal homeomorphisms in previous sections.
For connected groups the following general result holds. If
is a finite-dimensional compact metric space,
a connected group and
a minimal ttg, then
is a Cantor manifold.
(A compact metric space
with
is called a Cantor manifold if
cannot be presented as
a union of two nonempty closed subsets
and
with
.)
In particular, if
is a compact connected
-manifold and
then
is necessarily a torus. The still unproved Gottschalk's conjecture says that there is no
continuous flow on the
-dimensional sphere.
For more information on minimality in the setting of topological transformation groups see the books [GH], [Ell1], [Br], [Au] and [Vri].
Concerning the connection between minimal continuous and minimal discrete flows, it holds that
if a compact metric space
admits a minimal continuous flow then for residually many
the time
-map of the flow is minimal and so
admits also a minimal homeomorphism, see [Fa]. The converse is not true (the Klein bottle does not admit a minimal continuous flow though it admits a minimal homeomorphism).
On structure theorems for minimal flows
In this section a topological transformation group
will be simply called a flow and denoted by
. Moreover, instead of
we will just write
. We will further assume that the phase
spaces of all considered flows are compact Hausdorff spaces, while
will be
any (fixed) topological group. In this section we partially follow the article Topological dynamics.
If the transition homeomorphisms
defined by the elements of
form an equicontinuous family then the flow is called equicontinuous.
If
is a metric space with metric
, this means that given
there is a
such that if
then
for all
. If metrizability is not assumed
then the definition uses the unique compatible uniformity.
A pair of points
is called proximal if, in the metric case,
for every
there is
with
.
Again, in the general case the uniformity is used in the definition. A pair of points
is called distal if it is not proximal. A flow is called distal if all pairs
with
are distal. An equicontinuous flow on a compact Hausdorff space is
distal, but the converse is not true in general.
If
and
are flows and
a continuous surjective map
such that
for every
and every
, we say that the
flow
is a factor of the flow
, or that
is an extension of
. The map
is called a homomorphism of the flows or an extension or
a factor (map). The extension
is called proximal whenever every pair
of points in
with
is proximal in
. Similarly,
is
called a distal extension whenever for all
with
the pair
is distal. The extension
is called equicontinuous if,
in the metric case, for every
there exists a
such that
for all
and for all
in
with
and
. If an extension is equicontinuous then
it is distal; the converse is not true in general.
If a flow is obtained by an equicontinuous extension of an equicontinuous flow then it need not be equicontinuous but it is necessarily distal. In fact more is true: An equicontinuous extension of a distal flow (and even a distal extension of a distal flow) is distal. Therefore if we start with a distal flow, say the trivial one point flow, and extend it equicontinuously again and again, possibly transfinitely many times by passing to inverse limits of flows at limit ordinals (see e.g. [Au] or [Vri] for the definition of the inverse limit of flows), we will be always in the class of distal flows. The following deep Furstenberg structure theorem says that the converse is also true:
Let
be a distal minimal flow on a compact Hausdorff space. Then there is
an ordinal number
and a family of minimal flows
for
such that
is the trivial one point flow,
for
the flow
is an equicontinuous extension
of
, for any limit ordinal
the flow
is the inverse limit of the flows
,
, and
finally
.
As a corollary of this theorem we get that a non-trivial distal minimal flow
on a compact Hausdorff space always has a non-trivial equicontinuous factor
(the flow
).
The Furstenberg structure theorem was extended by several authors. In particular, there are structure theorems for so called point distal minimal flows, prodal minimal flows, normal minimal flows. There is also a structure theorem for general minimal flows (equicontinuous, proximal and so-called weakly mixing extensions appear in it). For more details see [Gl], [Au], [Vri] and references which can be found there.
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Internal references
- James Meiss (2007) Dynamical systems. Scholarpedia, 2(2):1629.
- Tomasz Downarowicz (2007) Entropy. Scholarpedia, 2(11):3901.
- Brian Marcus and Susan Williams (2008) Symbolic dynamics. Scholarpedia, 3(11):2923.
- Joseph Auslander (2008) Topological dynamics. Scholarpedia, 3(6):3449.
- Roy Adler, Tomasz Downarowicz, Michał Misiurewicz (2008) Topological entropy. Scholarpedia, 3(2):2200.
- Sergiy Kolyada and Ľubomír Snoha (2009) Topological transitivity. Scholarpedia, 4(2):5802.
See also
Chaos, Entropy, Entropy in Chaotic Dynamics, Ergodic theory, Topological dynamics, Topological entropy, Topological transitivity.
External links
Wikipedia
Wikipedia: Topological entropy
Wikipedia: Topological entropy (in physics)
PlanetMath: Topological entropy
| Sergiy Kolyada, Ľubomír Snoha (2009) Minimal dynamical systems. Scholarpedia, 4(11):5803, (go to the first approved version) Created: 3 December 2007, reviewed: 10 November 2009, accepted: 10 November 2009 |
