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R\'enyi Information flow in the Ising model with single-spin dynamics
2014-04-22     Text Size:  A

Institute of Theoretical Physics

Chinese Academy of Sciences

State Key Laboratory of Theoretical Physics

Seminar

Title

题目

R\'enyi Information flow in the Ising model with single-spin dynamics
 

Speaker

报告人

邓泽辉 博士
 

Affiliation

所在单位

北京师范大学
 

Date

日期

2014年4月22日(周二)下午15:00
 

Venue

地点

Conference Hall 322, ITP/理论物理所322报告厅
 

Abstract

摘要

The $n$-index R\'enyi mutual information and transfer entropy for the
two-dimensional kinetic Ising model with arbitrary single-spin dynamics
in the thermodynamic limit are derived. By means of Monte Carlo simulations with
the Wolff algorithm, we calculate the information flows
in the Ising model with the Metropolis dynamics and the Glauber dynamics.
We find that, not only the global R\'enyi transfer entropy, but also the
pairwise R\'enyi transfer entropy peaks in the disorder phase.
Therefore, the R\'enyi information flows may be used as better tools than the Shannon
counterparts in the study of phase transitions in complex dynamical systems.

Contact Person

所内合作者

 

陈晓松
 

  Appendix:
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