Shannon–McMillan–Breiman Theorem Along Almost Geodesics in Negatively Curved Groups

Consider a non-elementary Gromov-hyperbolic group Γ with a suitable invariant hyperbolic metric, and an ergodic probability measure preserving (p.m.p.) action on ( X , μ ) . We construct special increasing sequences of finite subsets F n ( y ) ⊂ Γ , with ( Y , ν ) a suitable probability space, with...

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Veröffentlicht in:Journal of theoretical probability 2024-03, Vol.37 (1), p.814-859
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description Consider a non-elementary Gromov-hyperbolic group Γ with a suitable invariant hyperbolic metric, and an ergodic probability measure preserving (p.m.p.) action on ( X , μ ) . We construct special increasing sequences of finite subsets F n ( y ) ⊂ Γ , with ( Y , ν ) a suitable probability space, with the following properties. Given any countable partition P of X of finite Shannon entropy, the refined partitions ⋁ γ ∈ F n ( y ) γ P have normalized information functions which converge to a constant limit, for μ -almost every x ∈ X and ν -almost every y ∈ Y . The sets F n ( y ) constitute almost-geodesic segments, and ⋃ n ∈ N F n ( y ) is a one-sided almost geodesic with limit point F + ( y ) ∈ ∂ Γ , starting at a fixed bounded distance from the identity, for almost every y ∈ Y . The distribution of the limit point F + ( y ) belongs to the Patterson–Sullivan measure class on ∂ Γ associated with the invariant hyperbolic metric. The main result of the present paper amounts therefore to a Shannon–McMillan–Breiman theorem along almost-geodesic segments in any p.m.p. action of Γ as above. For several important classes of examples we analyze, the construction of F n ( y ) is purely geometric and explicit. Furthermore, consider the infimum of the limits of the normalized information functions, taken over all Γ -generating partitions of X . Using an important inequality due to Seward (Weak containment and Rokhlin entropy, arxiv:1602.06680 , 2016), we deduce that it is equal to the Rokhlin entropy h Rok of the Γ -action on ( X , μ ) defined in Seward (Invent Math 215:265–310, 2019), provided that the action is free. Remarkably, this property holds for every choice of invariant hyperbolic metric, every choice of suitable auxiliary space ( Y , ν ) and every choice of special family F n ( y ) as above. In particular, for every ϵ > 0 , there is a generating partition P ϵ , such that for almost every y ∈ Y , the partition refined using the sets F n ( y ) has most of its atoms of roughly constant measure, comparable to exp ( - n h Rok ± ϵ ) . This describes an approximation to the Rokhlin entropy in geometric and dynamical terms, for actions of word-hyperbolic groups.
doi_str_mv 10.1007/s10959-023-01291-4
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We construct special increasing sequences of finite subsets F n ( y ) ⊂ Γ , with ( Y , ν ) a suitable probability space, with the following properties. Given any countable partition P of X of finite Shannon entropy, the refined partitions ⋁ γ ∈ F n ( y ) γ P have normalized information functions which converge to a constant limit, for μ -almost every x ∈ X and ν -almost every y ∈ Y . The sets F n ( y ) constitute almost-geodesic segments, and ⋃ n ∈ N F n ( y ) is a one-sided almost geodesic with limit point F + ( y ) ∈ ∂ Γ , starting at a fixed bounded distance from the identity, for almost every y ∈ Y . The distribution of the limit point F + ( y ) belongs to the Patterson–Sullivan measure class on ∂ Γ associated with the invariant hyperbolic metric. The main result of the present paper amounts therefore to a Shannon–McMillan–Breiman theorem along almost-geodesic segments in any p.m.p. action of Γ as above. For several important classes of examples we analyze, the construction of F n ( y ) is purely geometric and explicit. Furthermore, consider the infimum of the limits of the normalized information functions, taken over all Γ -generating partitions of X . Using an important inequality due to Seward (Weak containment and Rokhlin entropy, arxiv:1602.06680 , 2016), we deduce that it is equal to the Rokhlin entropy h Rok of the Γ -action on ( X , μ ) defined in Seward (Invent Math 215:265–310, 2019), provided that the action is free. Remarkably, this property holds for every choice of invariant hyperbolic metric, every choice of suitable auxiliary space ( Y , ν ) and every choice of special family F n ( y ) as above. In particular, for every ϵ &gt; 0 , there is a generating partition P ϵ , such that for almost every y ∈ Y , the partition refined using the sets F n ( y ) has most of its atoms of roughly constant measure, comparable to exp ( - n h Rok ± ϵ ) . 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We construct special increasing sequences of finite subsets F n ( y ) ⊂ Γ , with ( Y , ν ) a suitable probability space, with the following properties. Given any countable partition P of X of finite Shannon entropy, the refined partitions ⋁ γ ∈ F n ( y ) γ P have normalized information functions which converge to a constant limit, for μ -almost every x ∈ X and ν -almost every y ∈ Y . The sets F n ( y ) constitute almost-geodesic segments, and ⋃ n ∈ N F n ( y ) is a one-sided almost geodesic with limit point F + ( y ) ∈ ∂ Γ , starting at a fixed bounded distance from the identity, for almost every y ∈ Y . The distribution of the limit point F + ( y ) belongs to the Patterson–Sullivan measure class on ∂ Γ associated with the invariant hyperbolic metric. The main result of the present paper amounts therefore to a Shannon–McMillan–Breiman theorem along almost-geodesic segments in any p.m.p. action of Γ as above. For several important classes of examples we analyze, the construction of F n ( y ) is purely geometric and explicit. Furthermore, consider the infimum of the limits of the normalized information functions, taken over all Γ -generating partitions of X . Using an important inequality due to Seward (Weak containment and Rokhlin entropy, arxiv:1602.06680 , 2016), we deduce that it is equal to the Rokhlin entropy h Rok of the Γ -action on ( X , μ ) defined in Seward (Invent Math 215:265–310, 2019), provided that the action is free. Remarkably, this property holds for every choice of invariant hyperbolic metric, every choice of suitable auxiliary space ( Y , ν ) and every choice of special family F n ( y ) as above. In particular, for every ϵ &gt; 0 , there is a generating partition P ϵ , such that for almost every y ∈ Y , the partition refined using the sets F n ( y ) has most of its atoms of roughly constant measure, comparable to exp ( - n h Rok ± ϵ ) . 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We construct special increasing sequences of finite subsets F n ( y ) ⊂ Γ , with ( Y , ν ) a suitable probability space, with the following properties. Given any countable partition P of X of finite Shannon entropy, the refined partitions ⋁ γ ∈ F n ( y ) γ P have normalized information functions which converge to a constant limit, for μ -almost every x ∈ X and ν -almost every y ∈ Y . The sets F n ( y ) constitute almost-geodesic segments, and ⋃ n ∈ N F n ( y ) is a one-sided almost geodesic with limit point F + ( y ) ∈ ∂ Γ , starting at a fixed bounded distance from the identity, for almost every y ∈ Y . The distribution of the limit point F + ( y ) belongs to the Patterson–Sullivan measure class on ∂ Γ associated with the invariant hyperbolic metric. The main result of the present paper amounts therefore to a Shannon–McMillan–Breiman theorem along almost-geodesic segments in any p.m.p. action of Γ as above. For several important classes of examples we analyze, the construction of F n ( y ) is purely geometric and explicit. Furthermore, consider the infimum of the limits of the normalized information functions, taken over all Γ -generating partitions of X . Using an important inequality due to Seward (Weak containment and Rokhlin entropy, arxiv:1602.06680 , 2016), we deduce that it is equal to the Rokhlin entropy h Rok of the Γ -action on ( X , μ ) defined in Seward (Invent Math 215:265–310, 2019), provided that the action is free. Remarkably, this property holds for every choice of invariant hyperbolic metric, every choice of suitable auxiliary space ( Y , ν ) and every choice of special family F n ( y ) as above. In particular, for every ϵ &gt; 0 , there is a generating partition P ϵ , such that for almost every y ∈ Y , the partition refined using the sets F n ( y ) has most of its atoms of roughly constant measure, comparable to exp ( - n h Rok ± ϵ ) . This describes an approximation to the Rokhlin entropy in geometric and dynamical terms, for actions of word-hyperbolic groups.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s10959-023-01291-4</doi><tpages>46</tpages></addata></record>
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subjects Entropy
Entropy (Information theory)
Geodesy
Infimum
Invariants
Mathematics
Mathematics and Statistics
Probability Theory and Stochastic Processes
Segments
Statistics
Theorems
title Shannon–McMillan–Breiman Theorem Along Almost Geodesics in Negatively Curved Groups
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