Finite-Time Dissipative Synchronization for Markovian Jump Generalized Inertial Neural Networks With Reaction-Diffusion Terms
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Song, Xiaona | - |
dc.contributor.author | Man, Jingtao | - |
dc.contributor.author | Ahn, Choon Ki | - |
dc.contributor.author | Song, Shuai | - |
dc.date.accessioned | 2021-11-19T00:40:49Z | - |
dc.date.available | 2021-11-19T00:40:49Z | - |
dc.date.created | 2021-08-30 | - |
dc.date.issued | 2021-06 | - |
dc.identifier.issn | 2168-2216 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/127936 | - |
dc.description.abstract | A novel generalized neural network (NN), which includes Markovian jump parameters, inertial items, and reaction-diffusion terms, is proposed, and the issue of finite-time dissipative synchronization for this kind of NNs is discussed in this article. First, an appropriate variable substitution is employed so that the original second-order differential system is transformed into a first-order one. Second, a novel time-varying memory-based controller is designed to ensure the dissipative synchronization of the drive and response systems over a finite-time interval. Then, a new Lyapunov-Krasovskii function is processed by reciprocally convex combination and free-weighting matrix methods, therefore, a less conservative synchronization criterion is derived. Finally, by providing three examples, the feasibility, superiority, and practicality of the obtained results are illustrated. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | SLIDING MODE CONTROL | - |
dc.subject | EXPONENTIAL STABILITY | - |
dc.subject | STATE ESTIMATION | - |
dc.subject | VARYING DELAY | - |
dc.subject | H-INFINITY | - |
dc.subject | SYSTEMS | - |
dc.subject | DISCRETE | - |
dc.title | Finite-Time Dissipative Synchronization for Markovian Jump Generalized Inertial Neural Networks With Reaction-Diffusion Terms | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Ahn, Choon Ki | - |
dc.identifier.doi | 10.1109/TSMC.2019.2958419 | - |
dc.identifier.scopusid | 2-s2.0-85106506921 | - |
dc.identifier.wosid | 000652103000030 | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.51, no.6, pp.3650 - 3661 | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | - |
dc.citation.title | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | - |
dc.citation.volume | 51 | - |
dc.citation.number | 6 | - |
dc.citation.startPage | 3650 | - |
dc.citation.endPage | 3661 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Automation & Control Systems | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalWebOfScienceCategory | Automation & Control Systems | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Cybernetics | - |
dc.subject.keywordPlus | SLIDING MODE CONTROL | - |
dc.subject.keywordPlus | EXPONENTIAL STABILITY | - |
dc.subject.keywordPlus | STATE ESTIMATION | - |
dc.subject.keywordPlus | VARYING DELAY | - |
dc.subject.keywordPlus | H-INFINITY | - |
dc.subject.keywordPlus | SYSTEMS | - |
dc.subject.keywordPlus | DISCRETE | - |
dc.subject.keywordAuthor | Synchronization | - |
dc.subject.keywordAuthor | Artificial neural networks | - |
dc.subject.keywordAuthor | Delays | - |
dc.subject.keywordAuthor | Delay effects | - |
dc.subject.keywordAuthor | Time-varying systems | - |
dc.subject.keywordAuthor | Biological neural networks | - |
dc.subject.keywordAuthor | Markov processes | - |
dc.subject.keywordAuthor | Finite-time dissipative synchronization | - |
dc.subject.keywordAuthor | generalized inertial neural networks (GINNs) | - |
dc.subject.keywordAuthor | Markovian jump parameters | - |
dc.subject.keywordAuthor | reaction& | - |
dc.subject.keywordAuthor | #8211 | - |
dc.subject.keywordAuthor | diffusion terms | - |
dc.subject.keywordAuthor | time-varying memory-based controller | - |
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