Central limit behavior at the edge of chaos in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>z</mml:mi> </mml:math> -logistic map

We focus on the Feigenbaum-Coullet-Tresser point of the dissipative one-dimensional z-logistic map x_{t+1}=1-a|x_{t}|^{z}(z≥1). We show that sums of iterates converge to q-Gaussian distributions P_{q}(y)=P_{q}(0)exp_{q}(-β_{q}y^{2})=P_{q}(0)[1+(q-1)β_{q}y^{2}]^{1/(1-q)}(q≥1;β_{q}>0), which optimize the nonadditive entropic functional S_{q} under simple constraints. We propose and justify heuristically a closed-form prediction for the entropic index, q(z)=1+2/(z+1), and validate it numerically via data collapse for typical z values. The formula captures how the limiting law depends on the nonlinearity order and implies finite variance for z>2 and divergent variance for 1≤z≤2. These results extend edge-of-chaos central limit behavior beyond the standard (z=2) case and provide a simple predictive law for unimodal maps with varying maximum order.

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Publication Details

Journal
Physical review. E
Published
2025-11-12
DOI
https://doi.org/10.1103/gtlz-67cf
Citations
1
Primary Topic
Statistical Mechanics and Entropy
Type
article
Field-Weighted Citation Impact
1.32

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article

Central limit behavior at the edge of chaos in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>z</mml:mi> </mml:math> -logistic map

Abbas Ali Saberi, Constantino Tsallis, Uǧur Tırnaklı
1 citations
Physical review. E
Statistical Mechanics and Entropy
1.32
article

Central limit behavior at the edge of chaos in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>z</mml:mi> </mml:math> -logistic map

Abbas Ali Saberi, Constantino Tsallis, Uǧur Tırnaklı
article en
1 citations

Abstract

We focus on the Feigenbaum-Coullet-Tresser point of the dissipative one-dimensional z-logistic map x_{t+1}=1-a|x_{t}|^{z}(z≥1). We show that sums of iterates converge to q-Gaussian distributions P_{q}(y)=P_{q}(0)exp_{q}(-β_{q}y^{2})=P_{q}(0)[1+(q-1)β_{q}y^{2}]^{1/(1-q)}(q≥1;β_{q}>0), which optimize the nonadditive entropic functional S_{q} under simple constraints. We propose and justify heuristically a closed-form prediction for the entropic index, q(z)=1+2/(z+1), and validate it numerically via data collapse for typical z values. The formula captures how the limiting law depends on the nonlinearity order and implies finite variance for z>2 and divergent variance for 1≤z≤2. These results extend edge-of-chaos central limit behavior beyond the standard (z=2) case and provide a simple predictive law for unimodal maps with varying maximum order.

Physical review. EVol. 112(6)
Santa Fe Institute (US), İzmir University of Economics (TR), University of Tehran (IR), Constructing Excellence (GB), Max Planck Institute for the Physics of Complex Systems (DE), Complexity Science Hub (AT), Centro Brasileiro de Pesquisas Físicas (BR)
Deutsche Forschungsgemeinschaft, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, Max-Planck-Institut für Physik Komplexer Systeme, Bilim Akademisi
Openalex Percentile: Top 14%
Statistical Mechanics and Entropy
1.32
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Central limit behavior at the edge of chaos in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>z</mml:mi> </mml:math> -logistic map — Abbas Ali Saberi, Constantino Tsallis, et al. · Physical review. E (2025) | TGRS Research Map | TGRS