In mathematics, the Hopf decomposition, named after Eberhard Hopf, gives a canonical decomposition of a measure space (X, ü) with respect to an invertible non-singular transformation T:XâÂÂX, i.e. a transformation which with its inverse is measurable and carries null sets onto null sets. Up to null sets, X can be written as a disjoint union C â D of T-invariant sets where the action of T on C is conservative and the action of T on D is dissipative. Thus, if àis the automorphism of A = L<sup>âÂÂ</sup>(X) induced by T, there is a unique ÃÂ-invariant projection p in A such that pA is conservative and (IâÂÂp)A is dissipative.
Definitions
- Wandering sets and dissipative actions. A measurable subset W of X is wandering if its characteristic function q = ÃÂ<sub>W</sub> in A = L<sup>âÂÂ</sup>(X) satisfies qÃÂ<sup>n</sup>(q) = 0 for all n; thus, up to null sets, the translates T<sup>n</sup>(W) are pairwise disjoint. An action is called dissipative if X = â T<sup>n</sup>(W) a.e. for some wandering set W.
- Conservative actions. If X has no wandering subsets of positive measure, the action is said to be conservative.
- Incompressible actions. An action is said to be incompressible if whenever a measurable subset Z satisfies T(Z) â Z then has measure zero. Thus if q = ÃÂ<sub>Z</sub> and ÃÂ(q) ⤠q, then ÃÂ(q) = q a.e.
- Recurrent actions. An action T is said to be recurrent if q ⤠ÃÂ(q) ⨠ÃÂ<sup>2</sup>(q) ⨠ÃÂ<sup>3</sup>(q) ⨠... a.e. for any q = ÃÂ<sub>Y</sub>.
- Infinitely recurrent actions. An action T is said to be infinitely recurrent if q ⤠ÃÂ<sup>m</sup> (q) ⨠ÃÂ<sup>m + 1</sup>(q) ⨠ÃÂ<sup>m+2</sup>(q) ⨠... a.e. for any q = ÃÂ<sub>Y</sub> and any m âÂÂ¥ 1.
Recurrence theorem
Theorem. If T is an invertible transformation on a measure space (X,ü) preserving null sets, then the following conditions are equivalent on T (or its inverse):
- T is conservative;
- T is recurrent;
- T is infinitely recurrent;
- T is incompressible.
Since T is dissipative if and only if T<sup>âÂÂ1</sup> is dissipative, it follows that T is conservative if and only if T<sup>âÂÂ1</sup> is conservative.
If T is conservative, then r = q â§ (ÃÂ(q) ⨠ÃÂ<sup>2</sup>(q) ⨠ÃÂ<sup>3</sup>(q) ⨠âÂÂ
âÂÂ
âÂÂ
)<sup>âÂÂ¥</sup> = q â§ ÃÂ(1 - q) â§ ÃÂ<sup>2</sup>(1 -q) â§ ÃÂ<sup>3</sup>(q) â§ ... is wandering so that if q < 1, necessarily r = 0. Hence q ⤠ÃÂ(q) ⨠ÃÂ<sup>2</sup>(q) ⨠ÃÂ<sup>3</sup>(q) ⨠âÂÂ
âÂÂ
âÂÂ
, so that T is recurrent.
If T is recurrent, then q ⤠ÃÂ(q) ⨠ÃÂ<sup>2</sup>(q) ⨠ÃÂ<sup>3</sup>(q) ⨠âÂÂ
âÂÂ
âÂÂ
Now assume by induction that q ⤠ÃÂ<sup>k</sup>(q) ⨠ÃÂ<sup>k+1</sup>(q) ⨠âÂÂ
âÂÂ
âÂÂ
. Then ÃÂ<sup>k</sup>(q) ⤠ÃÂ<sup>k+1</sup>(q) ⨠ÃÂ<sup>k+2</sup>(q) ⨠âÂÂ
âÂÂ
âÂÂ
⤠. Hence q ⤠ÃÂ<sup>k+1</sup>(q) ⨠ÃÂ<sup>k+2</sup>(q) ⨠âÂÂ
âÂÂ
âÂÂ
. So the result holds for k+1 and thus T is infinitely recurrent. Conversely by definition an infinitely recurrent transformation is recurrent.
Now suppose that T is recurrent. To show that T is incompressible it must be shown that, if ÃÂ(q) ⤠q, then ÃÂ(q) ⤠q. In fact in this case ÃÂ<sup>n</sup>(q) is a decreasing sequence. But by recurrence, q ⤠ÃÂ(q) ⨠ÃÂ<sup>2</sup>(q) ⨠ÃÂ<sup>3</sup>(q) ⨠âÂÂ
âÂÂ
âÂÂ
, so q ⤠ÃÂ(q) and hence q = ÃÂ(q).
Finally suppose that T is incompressible. If T is not conservative there is a p â 0 in A with the ÃÂ<sup>n</sup>(p) disjoint (orthogonal). But then q = p â ÃÂ(p) â ÃÂ<sup>2</sup>(p) â âÂÂ
âÂÂ
âÂÂ
satisfies ÃÂ(q) < q with , contradicting incompressibility. So T is conservative.
Hopf decomposition
Theorem. If T is an invertible transformation on a measure space (X,ü) preserving null sets and inducing an automorphism àof A = L<sup>âÂÂ</sup>(X), then there is a unique ÃÂ-invariant p = ÃÂ<sub>C</sub> in A such that àis conservative on pA = L<sup>âÂÂ</sup>(C) and dissipative on (1 â p)A = L<sup>âÂÂ</sup>(D) where D = X \ C.
<small>Without loss of generality it can be assumed that ü is a probability measure. If T is conservative there is nothing to prove, since in that case C = X. Otherwise there is a wandering set W for T. Let r = ÃÂ<sub>W</sub> and q = â ÃÂ<sup>n</sup>(r). Thus q is ÃÂ-invariant and dissipative. Moreover ü(q) > 0. Clearly an orthogonal direct sum of such ÃÂ-invariant dissipative q′s is also ÃÂ-invariant and dissipative; and if q is ÃÂ-invariant and dissipative and r < q is ÃÂ-invariant, then r is dissipative. Hence if q<sub>1</sub> and q<sub>2</sub> are ÃÂ-invariant and dissipative, then q<sub>1</sub> ⨠q<sub>2</sub> is ÃÂ-invariant and dissipative, since q<sub>1</sub> ⨠q<sub>2</sub> = q<sub>1</sub> â q<sub>2</sub>(1 â q<sub>1</sub>). Now let M be the supremum of all ü(q) with q ÃÂ-invariant and dissipative. Take q<sub>n</sub> ÃÂ-invariant and dissipative such that ü(q<sub>n</sub>) increases to M. Replacing q<sub>n</sub> by q<sub>1</sub> ⨠âÂÂ
âÂÂ
âÂÂ
⨠q<sub>n</sub>, t can be assumed that q<sub>n</sub> is increasing to q say. By continuity q is ÃÂ-invariant and ü(q) = M. By maximality p = I â q is conservative. Uniqueness is clear since no ÃÂ-invariant r < p is dissipative and every ÃÂ-invariant r < q is dissipative.</small>
Corollary. The Hopf decomposition for T coincides with the Hopf decomposition for T<sup>âÂÂ1</sup>.
<small>Since a transformation is dissipative on a measure space if and only if its inverse is dissipative, the dissipative parts of T and T<sup>âÂÂ1</sup> coincide. Hence so do the conservative parts.</small>
Corollary. The Hopf decomposition for T coincides with the Hopf decomposition for T<sup>n</sup> for n > 1.
<small> If W is a wandering set for T then it is a wandering set for T<sup>n</sup>. So the dissipative part of T is contained in the dissipative part of T<sup>n</sup>. Let à= ÃÂ<sup>n</sup>. To prove the converse, it suffices to show that if àis dissipative, then àis dissipative. If not, using the Hopf decomposition, it can be assumed that àis dissipative and àconservative. Suppose that p is a non-zero wandering projection for ÃÂ. Then ÃÂ<sup>a</sup>(p) and ÃÂ<sup>b</sup>(p) are orthogonal for different a and b in the same congruence class modulo n. Take a set of ÃÂ<sup>a</sup>(p) with non-zero product and maximal size. Thus |S| ⤠n. By maximality, r is wandering for ÃÂ, a contradiction.</small>
Corollary. If an invertible transformation T acts ergodically but non-transitively on the measure space (X,ü) preserving null sets and B is a subset with ü(B) > 0, then the complement of B ⪠TB ⪠T<sup>2</sup>B ⪠âÂÂ
âÂÂ
âÂÂ
has measure zero.
<small>Note that ergodicity and non-transitivity imply that the action of T is conservative and hence infinitely recurrent. But then B ⤠T<sup>m</sup> (B) ⨠T<sup>m + 1</sup>(B) ⨠T<sup>m+2</sup>(B) ⨠... for any m âÂÂ¥ 1. Applying T<sup>âÂÂm</sup>, it follows that T<sup>âÂÂm</sup>(B) lies in Y = B ⪠TB ⪠T<sup>2</sup>B ⪠âÂÂ
âÂÂ
âÂÂ
for every m > 0. By ergodicity ü(X \ Y) = 0.</small>
Hopf decomposition for a non-singular flow
Let (X,ü) be a measure space and S<sub>t</sub> a non-sngular flow on X inducing a 1-parameter group of automorphisms ÃÂ<sub>t</sub> of A = L<sup>âÂÂ</sup>(X). It will be assumed that the action is faithful, so that ÃÂ<sub>t</sub> is the identity only for t = 0. For each S<sub>t</sub> or equivalently ÃÂ<sub>t</sub> with t â 0 there is a Hopf decomposition, so a p<sub>t</sub> fixed by ÃÂ<sub>t</sub> such that the action is conservative on p<sub>t</sub>A and dissipative on (1âÂÂp<sub>t</sub>)A.
- For s, t â 0 the conservative and dissipative parts of S<sub>s</sub> and S<sub>t</sub> coincide if s/t is rational.
<small>This follows from the fact that for any non-singular invertible transformation the conservative and dissipative parts of T and T<sup>n</sup> coincide for n â 0.</small>
- If S<sub>1</sub> is dissipative on A = L<sup>âÂÂ</sup>(X), then there is an invariant measure û on A and p in A such that
# p > ÃÂ<sub>t</sub>(p) for all t > 0
# û(p â ÃÂ<sub>t</sub>(p)) = t for all t > 0
# ÃÂ<sub>t</sub>(p) 1 as t tends to âÂÂâ and ÃÂ<sub>t</sub>(p) 0 as t tends to +âÂÂ.
<small> Let T = S<sub>1</sub>. Take q a wandering set for T so that â ÃÂ<sup>n</sup>(q) = 1. Changing ü to an equivalent measure, it can be assumed that ü(q) = 1, so that ü restricts to a probability measure on qA. Transporting this measure to ÃÂ<sup>n</sup>(q)A, it can further be assumed that ü is ÃÂ-invariant on A. But then is an equivalent ÃÂ-invariant measure on A which can be rescaled if necessary so that û(q) = 1. The r in A that are wandering for ä (or ÃÂ) with â ÃÂ<sup>n</sup>(r) = 1 are easily described: they are given by r = â ÃÂ<sup>n</sup>(q<sub>n</sub>) where q = â q<sub>n</sub> is a decomposition of q. In particular û(r) =1. Moreover if p satisfies p > ÃÂ(p) and ÃÂ<sup>âÂÂn</sup>(p) 1, then û(pâ ÃÂ(p)) = 1, applying the result to r = p â ÃÂ(p). The same arguments show that conversely, if r is wandering for àand û(r) = 1, then .</small>
<small>Let Q = q â ÃÂ(q) â ÃÂ<sup>2</sup> (q) â âÂÂ
âÂÂ
âÂÂ
so that ÃÂ<sup>k</sup> (Q) < Q for k âÂÂ¥ 1. Then so that 0 ⤠a ⤠1 in A. By definition ÃÂ<sub>s</sub>(a) ⤠a for s âÂÂ¥ 0, since . The same formulas show that ÃÂ<sub>s</sub>(a) tends 0 or 1 as s tends to +â or âÂÂâÂÂ. Set p = ÃÂ<sub>[õ,1]</sub>(a) for 0 < õ < 1. Then ÃÂ<sub>s</sub>(p) = ÃÂ<sub>[õ,1]</sub>(ÃÂ<sub>s</sub>(a)). It follows immediately that ÃÂ<sub>s</sub>(p) ⤠p for s âÂÂ¥ 0. Moreover ÃÂ<sub>s</sub>(p) 0 as s tends to +â and ÃÂ<sub>s</sub>(p) 1 as s tends to â âÂÂ. The first limit formula follows because 0 ⤠õ âÂÂ
ÃÂ<sub>s</sub>(p) ⤠ÃÂ<sub>s</sub>(a). Now the same reasoning can be applied to ÃÂ<sup>âÂÂ1</sup>, ÃÂ<sub>âÂÂt</sub>, ÃÂ<sup>âÂÂ1</sup>(q) and 1 â õ in place of ÃÂ, ÃÂ<sub>t</sub>, q and õ. Then it is easily checked that the quantities corresponding to a and p are 1 â a and 1 â p. Consequently ÃÂ<sub>âÂÂt</sub>(1âÂÂp) 0 as t tends to âÂÂ. Hence ÃÂ<sub>s</sub>(p) 1 as s tends to â âÂÂ. In particular p â 0 , 1. </small>
<small>So r = p â ÃÂ(p) is wandering for àand â ÃÂ<sup>k</sup>(r) = 1. Hence û(r) = 1. It follows that û(p âÂÂÃÂ<sub>s</sub>(p) ) = s for s = 1/n and therefore for all rational s > 0. Since the family ÃÂ<sub>s</sub>(p) is continuous and decreasing, by continuity the same formula also holds for all real s > 0. Hence p satisfies all the asserted conditions. </small>
- The conservative and dissipative parts of S<sub>t</sub> for t â 0 are independent of t.
<small> The previous result shows that if S<sub>t</sub> is dissipative on X for t â 0 then so is every S<sub>s</sub> for s â 0. By uniqueness, S<sub>t</sub> and S<sub>s</sub> preserve the dissipative parts of the other. Hence each is dissipative on the dissipative part of the other, so the dissipative parts agree. Hence the conservative parts agree. </small>
See also
Notes
References