Neural inverse optimal pinning control for synchronization of complex networks with nonidentical chaotic nodes

被引：0
|
作者：
Vega, Carlos J. [1 ]
Sanchez, Edgar N. [1 ]
机构：
[1] CINVESTAV IPN, Elect Engn Dept, Guadalajara, Jalisco, Mexico
来源：
2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) | 2018年
关键词：
Complex chaotic network; neural network; pinning control; optimal control; synchronization; IDENTIFICATION;
D O I：
暂无
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, a novel control approach for synchronization on uncertain complex dynamical networks with nonidentical nodes is presented using a local adaptive strategy; a recurrent high order neural network is used to identify the unknown system dynamics, and for synchronization an inverse optimal controller is applied. The proposed controller effectiveness is illustrated via simulations. The illustrative example is composed by a network of six different chaotic nodes.
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页码：538 / 542
页数：5
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