Passivity for undirected and directed fractional-order complex networks with adaptive output coupling

被引：0
|
作者：
Wang, Jin-Liang [1 ,2 ]
Liu, Chen-Guang [3 ]
Ren, Shun-Yan [4 ]
Huang, Tingwen [5 ]
机构：
[1] Tiangong Univ, Sch Comp Sci & Technol, Tianjin Key Lab Autonomous Intelligence Technol &, Tianjin 300387, Peoples R China
[2] Linyi Univ, Sch Informat Sci & Engn, Linyi 276005, Peoples R China
[3] Beihang Univ, Inst Artificial Intelligence, Beijing 100191, Peoples R China
[4] Univ Elect Sci & Technol China, Sch Mech & Elect Engn, Chengdu 611731, Peoples R China
[5] Shenzhen Univ Adv Technol, Fac Comp Sci & Control Engn, Shenzhen 518055, Peoples R China
来源：
NEUROCOMPUTING | 2025年 / 633卷
基金：
中国国家自然科学基金;
关键词：
Fractional-order system; Adaptive output coupling; Complex networks (CNs); Output synchronization; Passivity; DELAYED NEURAL-NETWORKS; DYNAMICAL NETWORKS; PINNING CONTROL; SYNCHRONIZATION;
D O I：
10.1016/j.neucom.2025.129774
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, the passivity for adaptive output coupled fractional-order complex networks (CNs) under undirected and directed topologies is studied by selecting appropriate coupling weight adjustment strategies, based on which the output synchronization for the presented networks is discussed by leveraging the properties of Mittag-Leffler functions and the Laplace transform technique. Utilizing the developed distributed adaptive schemes, several passivity criteria for the fractional-order CNs with output coupling are derived. Moreover, several output synchronization conditions for the output coupled fractional-order CNs are given by employing the acquired passivity results. Ultimately, simulations from numerical examples are utilized to judge the effectiveness for the adaptive laws and the presented criteria.
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收藏
页数：11
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