Synchronization in an Array of Output-Coupled Boolean Networks With Time Delay

被引:186
作者
Zhong, Jie [1 ]
Lu, Jianquan [1 ]
Liu, Yang [2 ]
Cao, Jinde [1 ,3 ]
机构
[1] Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China
[2] Zhejiang Normal Univ, Dept Math, Jinhua 321004, Peoples R China
[3] King Abdulaziz Univ, Dept Math, Fac Sci, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Output-coupled Boolean networks (BNs); synchronization; time delay; NEURAL-NETWORKS; STABILITY; CONSENSUS; AGENTS;
D O I
10.1109/TNNLS.2014.2305722
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This brief presents an analytical study of synchronization in an array of coupled deterministic Boolean networks (BNs) with time delay. Two kinds of models are considered. In one model, the outputs contain time delay, while in another one, the outputs do not. One restriction in this brief is that the state delay and output delay are restricted to be equal. By referring to the algebraic representations of logical dynamics and using the techniques of semitensor product of matrices, some necessary and sufficient conditions are derived for the synchronization of delay-coupled BNs. Examples including a practical epigenetic example are given for illustration.
引用
收藏
页码:2288 / 2294
页数:7
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