Szczegóły publikacji
Opis bibliograficzny
Finite-time control of fuzzy competitive networks via comparison method and bounded control / Fanchao Kong, Jinde Cao, Leszek RUTKOWSKI, Yanyan Zhang // IEEE Transactions on Fuzzy Systems ; ISSN 1063-6706. — 2024 — vol. 32 no. 5, s. 3059–3070. — Bibliogr. s. 3069–3070, Abstr. — Publikacja dostępna online od: 2024-02-20. — L. Rutkowski - dod. afiliacja: Systems Research Institute of the Polish Academy of Sciences, Warsaw
Autorzy (4)
- Kong Fanchao
- Cao Jinde
- AGHRutkowski Leszek
- Zhang Yanyan
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 156065 |
|---|---|
| Data dodania do BaDAP | 2024-11-15 |
| Tekst źródłowy | URL |
| DOI | 10.1109/TFUZZ.2024.3359181 |
| Rok publikacji | 2024 |
| Typ publikacji | artykuł w czasopiśmie |
| Otwarty dostęp |  |
| Czasopismo/seria | IEEE Transactions on Fuzzy Systems |
Abstract
This article aims to consider the finite-time synchronization of a class of discontinuous fuzzy competitive networks with nondifferential leakage delays. Different from the previous competitive networks and leakage-delayed networks, the activation functions are discontinuous and the leakage delays are nondifferential. Without using the Lyapunov function methods, the synchronization in a finite time is investigated based on the comparison principle and inequality techniques, which are used for the first time in the study of the competitive networks and leakage-delayed networks. Moreover, the feedback controller and bounded feedback controller are designed to help achieve the finite-time synchronization. The bounded feedback controller is formulated by the function arctan and a new inequality lemma is given, which plays a vital role in achieving the synchronization via bounded feedback controller. Although both controllers can help achieve the finite-time synchronization, it can be found that there is a big difference that the value of feedback controller is greatly influenced by system's state variables, but bounded controller is not. Such fact leads to different settling-times. The conclusion is that bounded controller has more advantages in shortening convergence time through numerical simulations.
