Editorial Comment on the Special Issue of "Information in Dynamical Systems and Complex Systems"

被引:8
作者
Bollt, Erik M. [1 ]
Sun, Jie [1 ]
机构
[1] Clarkson Univ, Dept Math, Potsdam, NY 13699 USA
来源
ENTROPY | 2014年 / 16卷 / 09期
关键词
information flow; causality; dynamical systems; modeling; complex systems; MUTUAL INFORMATION; SIGNAL RECOVERY; TIME-SERIES; ENTROPY; STATE;
D O I
10.3390/e16095068
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This special issue collects contributions from the participants of the "Information in Dynamical Systems and Complex Systems" workshop, which cover a wide range of important problems and new approaches that lie in the intersection of information theory and dynamical systems. The contributions include theoretical characterization and understanding of the different types of information flow and causality in general stochastic processes, inference and identification of coupling structure and parameters of system dynamics, rigorous coarse-grain modeling of network dynamical systems, and exact statistical testing of fundamental information-theoretic quantities such as the mutual information. The collective efforts reported herein reflect a modern perspective of the intimate connection between dynamical systems and information flow, leading to the promise of better understanding and modeling of natural complex systems and better/optimal design of engineering systems.
引用
收藏
页码:5068 / 5077
页数:10
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