In this post we will describe the example constructed by Furstenberg, a volume-preserving diffeomorphism which is minimal, but not ergodic. See also Parry’s book Topics in Ergodic Theory.
Let be an irrational number and
be the irrational rotation. Let
be a smooth function, which induces a skew-product
,
. Consider the following cohomological equation:
(*) ,
(@) .
Remark 1. Viewed (@) as a real-valued equation, there is an obstruction for it to admit any solution since . But viewed as a
-valued function, the obstruction is trivial for
if
is an integer. (also nontrivial if
is an irrational..)
Proposition 1. is not minimal, then the equation (*) has a continuous
-valued solution for some
.
Proposition 2. If the equation (*) has some measurable solution for some , then
is not ergodic.
Remark 2. If , then such
is far from minimal and (@) has no real-valued solution for all
. But
is an integer for even number
and the equation (*) for such
admits (trivial) constant solutions.
Theorem. By a suitable choice of and
, the above equation has a
-solution, but no continuous solution. In particular the corresponding system is minimal but not ergodic.
Proof of Prop 1. If is not minimal, then pick a proper minimal subset
. Inductively we see
, where
. So the first component projection of
covers
.
Consider the translation of the second component . Then we have
– (for different
‘s) are either coincide, or disjoint;
– the union of all covers
.
Moreover the set forms a nonempty, proper, closed subgroup of
, and hence a finite group. Let
be the order of
, and define a map
. Note that
is independent of the choices of
in the fiber of
over
(hence a well-defined
-valued function). Also
is continuous, since
is closed. Note that
. Therefore
for all
, and
serves as a continuous solution of equation (*). Q.E.D.
Proof of Prop 2. Let be a measurable solution of (*) for some
. Then consider the following function
. Then
. So
is
-invariant (and obviously not constant if we keep
fixed and vary
). So
is not ergodic. Q.E.D.
Proof of Theorem. Consider the Fourier series and
. Then equation (@) turns out to be
, or equivalently,
, for all
.
By a suitable choice of (say some Liouville number) and
with
(can be analytic), we can ensure that the series
converges at every point, but discontinues at some points. This completes the proof. Q.E.D.
Define inductively by setting
,
. Let
. Note that
.
Let and
and
. Then we see
does not converge at
, but
is analytic. The map
is minimal but not ergodic.
In the following let’s copy some materials of Furstenberg’s paper. A system is said to be uniquely ergodic if there is only one ergodic probability. In general a measure-preserving triple
is referred as a process. For a fixed
, the sequence
forms a stationary stochastic process. We say the process is ergodic when
is ergodic. We say the process is uniquely ergodic when
is uniquely ergodic.
The system is said to be almost periodic, if
is minimal and
forms a equicontinuous family of transformations. Such a process is called an almost periodic process.
Theorem 1.2. Every almost periodic transformation is uniquely ergodic.
Proof. Let and
. Then
are uniformly continuous, so is
. Then a subsequence of
converge uniformly to some limit
. Clearly
is
-invariant and hence a constant (since
is minimal). Note that
for all
. So
and the original sequence actually has only one limit
. This procedure can be applied to any other
and lead to
. So
is uniquely ergodic.
Theorem 1.3. Let be a circle diffeomorphism.
If is periodic free, then it is uniquely ergodic.
More generally, every point on is a generic point for some ergodic measures, (even non-uniquely ergodic case).
Let be a uniquely ergodic system with
be its ergodic measure.
Consider a continuous map and the induced extension
,
. Consider the following equation:
(k)
Lemma 2.1. is uniquely ergodic iff
is ergodic,
if and only if the equation (1) has no measurable solution for all .
Proof. Clearly is
-invariant. Moreover it is
-invariant.
It implies that if a point is generic with respect to
, so is
.
So either has no generic point, or every point is its generic point. This proves the first part.
Let’s consider a function . Being a product measure, we can write
. If
is
-invariant, then
for all
.
Since is ergodic,
for some
. In fact
is nonzero almost everywhere since
is ergodic. So its inverse
provides the solution
of the cohomological equation.
On the other hand, for a solution of (k), the induced function is
-invariant. Q.E.D.
Note that for a nonzero solution of (k), we know
is
-invariant and hence a nonzero constant. We may assume
.
Lemma 2.2. Suppose ,
is ergodic with respect to
. Consider a
-valued map
such that
has nonzero degree for each fixed
and uniform Lipschitz. Then the following equation:
(k)
has no measurable solution.
In particular is uniquely ergodic if and only if
is.
Comments
concerning Exercise 12 there seems to be a small problem (hope I understood the definitions and details): Suppose
is a homeomorphism of the circle
with exactly one fixed point, say
, whose complement
is wandering. E.g. we may take the map
where
is in
. Then
is uniquely ergodic as every invariant measure is supported in the non-wandering set, thus there is only one invariant measure, the Dirac mass in
. Nevertheless
is not minimal as is has a fixed point.
Yes your example is uniquely ergodic and non-minimal. Furstenberg’s example goes the other way: minimal and non-uniquely ergodic. In fact the special measure– the volume, is preserved but not ergodic.