Bipartite Synchronization of Signed Networks With Time-Vary Delays Based on T-S Fuzzy System

被引：4
作者：
Yang, Jinyue [1 ]
Huang, Junjian [1 ]
He, Xing [1 ]
Wen, Shiping [2 ]
Wang, Huamin [3 ]
机构：
[1] Southwest Univ, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China
[2] Univ Technol Sydney, Fac Engn & Informat Technol, Australian AI Inst, Sydney, NSW 2007, Australia
[3] Southwest Univ, Coll Artificial Intelligence, Chongqing 400715, Peoples R China
来源：
IEEE TRANSACTIONS ON FUZZY SYSTEMS | 2024年 / 32卷 / 06期
关键词：
Synchronization; Fuzzy systems; Delay effects; Delays; Nonlinear systems; Complex networks; Dynamical systems; Bipartite synchronization; pinning control; signed networks; Takagi-Sugeno (T-S) fuzzy system; NEURAL-NETWORKS; FINITE-TIME; EXPONENTIAL SYNCHRONIZATION; COMPLEX NETWORKS; IDENTIFICATION; CONSENSUS; MATRIX;
D O I：
10.1109/TFUZZ.2024.3377597
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This article studies the bipartite synchronization of signed networks with time-varying delays based on Takagi-Sugeno (T-S) fuzzy system, where the edges between nodes can be positive or negative. Assume that the signed graph of the network is structurally balanced. First, the signed network system is described by T-S fuzzy model and then the control controller is used to control the network nodes, which can facilitate nodes to reach a synchronous state. Then, some important lemmas and sufficient conditions are put forward to achieve bipartite synchronization of the signed networks. Finally, a numerical example is presented to certify the rationality of the theoretical results.
引用
收藏
页码：3521 / 3528
页数：8
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