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My title - Departamento de Matemática da Universidade do Minho

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11<br />

RECORRÊNCIAS 75<br />

Exercícios.<br />

• Defina uma or<strong>de</strong>m parcial em X <strong>da</strong> seguinte maneira: x ≺ x ′ se para to<strong>da</strong>s vizinhanças U<br />

<strong>de</strong> x e V <strong>de</strong> x ′ existe um tempo n ≥ 1 tal que f n (U) ∩ V ≠ ∅. Prove que x é recorrente sse<br />

x ≺ x.<br />

• Mostre que Per f ⊂ Rec f .<br />

• Dê exemplos que mostram que Rec f e Rec f −1 po<strong>de</strong>m ser vazios.<br />

Pseu<strong>do</strong>-trajetórias e “chain-recurrent points”. Da<strong>do</strong> ε > 0, a sequência <strong>de</strong> pontos<br />

{x k } k=0,1,...,n<br />

com x 0 = x é dita ε-pseu<strong>do</strong>-trajetória <strong>de</strong> x se<br />

d (x k+1 , f (x k )) < ε<br />

para to<strong>do</strong> k = 0, 1, 2, ..., n−1. O ponto x ∈ X é dito chain-recurrent se, para to<strong>do</strong> ε > 0, existe uma<br />

ε-trajetória {x k } k=0,1,...,n<br />

com x 0 = x n = x. Rec ε f<br />

<strong>de</strong>nota o conjunto <strong>do</strong>s pontos chain-recurrent<br />

<strong>de</strong> f.<br />

so what<br />

11.3 Invariant measures and recurrent points: Poincaré theorem<br />

If f satisfies a condition (natural in physics) like ”preserving a probability measure”, then there<br />

are a lot of recurrent points, actually almost any point is recurrent. If, moreover, the probability<br />

measure is diffuse, i.e. any non-empty open set has positive measure, then the set of recurrent<br />

points is also <strong>de</strong>nse. These results, discovered by Jules Henri Poincaré around 1890, motivated the<br />

mo<strong>de</strong>rn theory of dynamical systems. They show how weak informations on the transformation<br />

f may yeld significative qualitative information about ”almost all” orbits of the system. Here<br />

follow the precise statements, together with all the necessary technical <strong>de</strong>tails. If you <strong>do</strong>n’t know<br />

the meaning of some words, like ”measurable” or ”Borel set”, <strong>do</strong>n’t worry, just try to un<strong>de</strong>rstand<br />

what’s going on. Poincaré himself didn’t know, yet!<br />

Poincaré recurrence theorem (probabilistic version). Let f : X → X be an en<strong>do</strong>morphism<br />

of a probability space (X, E, µ), and let A ∈ E. Then the set<br />

A rec = {x ∈ A t.q. f n (x) ∈ i.o. A}<br />

of those points of A whose orbit passes through A infinitely often has total probability, namely<br />

µ (A rec ) = µ (A).<br />

proof. For k ≥ 1, let B k = {x ∈ A s.t. f n (x) /∈ A ∀ n ≥ k} be the set of those points of A<br />

which never return in A after n ≥ k iterates. Observe that B k = A ∩ (∩ n≥k f −n (X\A)), and<br />

that A rec = A\ (∪ k≥1 B k ), and this shows in particular that A rec is measurable. One sees that<br />

f −nk (B k ) ∩ B k = ∅ for any n ≥ 1 (for a point x in the intersection would be a point of B k with<br />

f kn (x) ∈ A for some kn ≥ k), and this implies that f −nk (B k ) ∩ f −mk (B k ) = ∅ for any n > m ≥ 0.<br />

The sets f −nk (B k ) all have the same measure µ (B k ), because µ is invariant, and are pairwise<br />

disjoint. This implies that µ (B k ) = 0, because<br />

∑<br />

µ ( f −nk (B k ) ) = µ ( ∪ n≥1 f −nk (B k ) ) ≤ µ (X) = 1<br />

n≥1<br />

µ (B k )) = ∑ n≥1<br />

and so µ (A rec ) = µ (A). □<br />

Now, let f : X → X be a continuous transformation of a metrizable topological space X, and<br />

let µ be an invariant Borel probability measure. If X admits a countable basis (U i ) i∈N , we can<br />

apply the above theorem to every open set U i . This easily implies that the set of recurrent points<br />

has full measure, i.e.<br />

µ (Rec f ) = 1<br />

In particular, since any set of full measure is <strong>de</strong>nse in the support of a Borel measure, we get the<br />

following general result.

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