Finite-Time Projective Lag Synchronization and Identification between Multiple Weights Markovian Jumping Complex Networks with Stochastic Perturbations
Joint Authors
Jia, Rong
Xie, Qian
Mu, Changhui
Wang, Tong
Wu, Gang
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-25, 25 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-08
Country of Publication
Egypt
No. of Pages
25
Main Subjects
Abstract EN
Two nonidentical dimension Markovian jumping complex networks with stochastic perturbations are taken as objects.
The network models under two conditions including single weight and double weights are established, respectively, to study the problem of synchronization and identification.
A finite-time projection lag synchronization method is proposed and the unknown parameters of the network are identified.
First of all, based on Itô’s formula and the stability theory of finite-time, a credible finite-time adaptive controller is presented to guarantee the synchronization of two nonidentical dimension Markovian jumping complex networks with stochastic perturbations under both conditions.
Meanwhile, in order to identify the uncertain parameters of the network with stochastic perturbations accurately, some corresponding sufficient conditions are given.
Finally, numerical simulations under two working conditions are given to demonstrate the effectiveness and feasibility of the main theory result.
American Psychological Association (APA)
Xie, Qian& Mu, Changhui& Wang, Tong& Wu, Gang& Jia, Rong. 2020. Finite-Time Projective Lag Synchronization and Identification between Multiple Weights Markovian Jumping Complex Networks with Stochastic Perturbations. Complexity،Vol. 2020, no. 2020, pp.1-25.
https://search.emarefa.net/detail/BIM-1145778
Modern Language Association (MLA)
Xie, Qian…[et al.]. Finite-Time Projective Lag Synchronization and Identification between Multiple Weights Markovian Jumping Complex Networks with Stochastic Perturbations. Complexity No. 2020 (2020), pp.1-25.
https://search.emarefa.net/detail/BIM-1145778
American Medical Association (AMA)
Xie, Qian& Mu, Changhui& Wang, Tong& Wu, Gang& Jia, Rong. Finite-Time Projective Lag Synchronization and Identification between Multiple Weights Markovian Jumping Complex Networks with Stochastic Perturbations. Complexity. 2020. Vol. 2020, no. 2020, pp.1-25.
https://search.emarefa.net/detail/BIM-1145778
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1145778