Central limit theorem behavior in the skew tent map |
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Authors: | Michael C. Mackey,Marta Tyran-Kami ska |
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Affiliation: | aDepartments of Physiology, Physics and Mathematics and Centre for Nonlinear Dynamics, McGill University, 3655 Promenade Sir William Osler, Montreal, Que., Canada H3G 1Y6 bInstitute of Mathematics, University of Silesia, ul. Bankowa 14, 40-007 Katowice, Poland |
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Abstract: | In this paper we study and establish central limit theorem behavior in the skew (generalized) tent map transformation T: Y →Y originally considered by Billings and Bollt [Billings L, Bollt EM. Probability density functions of some skew tent maps. Chaos, Solitons & Fractals 2001; 12: 365–376] and Ito et al. [Ito S, Tanaka S, Nakada H. On unimodal linear transformations and chaos. II. Tokyo J Math 1979; 2: 241–59]. When the measure ν is invariant under T, the transfer operator governing the evolution of densities f under the action of the skew tent map, as well as the unique stationary density, are given explicitly for specific transformation parameters. Then, using this development, we solve the Poisson equation for two specific integrable observables and explicitly calculate the variance σ()2=∫Y2(y)ν(dy). |
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