Adaptive control design for  xed-time synchronization of fuzzy stochastic cellular neural networks with discrete and distributed delay

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LIU Y.; LIU M.; XU X.

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ISSN: 2588-4824

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Paper Information

Journal: Iranian Journal of Fuzzy Systems Year:2021 | Volume:18 | Issue:6 Page(s): 13-28

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Title

Adaptive control design for xed-time synchronization of fuzzy stochastic cellular neural networks with discrete and distributed delay

Author(s)

LIU Y. | LIU M. | XU X. | Issue Writer Certificate

Keywords

Fixed-time synchronizationQ2

adaptive controlQ2

stochastic perturbationsQ2

fuzzy cellular neural networksQ2

Abstract

This paper studies the Fixed-time synchronization problem of fuzzy stochastic cellular neural networks (FSCNNs) with discrete and distributed delay. Compared with the finite-time synchronization in the existing literature, the Fixed-time synchronization of FSCNNs is studied for the first time, and the convergence time obtained does not depend on the upper bound of the initial value of the system. In addition, two kinds of control are designed, one is feedback control and the other is adaptive control. Besides, it is the first time to achieve Fixed-time synchronization of FSCNNs via adaptive control. Finally, two numerical examples are also proposed to illustrate the practicability and validity of the results we proposed.

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APA: Copy

LIU, Y., LIU, M., & XU, X.. (2021). Adaptive control design for xed-time synchronization of fuzzy stochastic cellular neural networks with discrete and distributed delay. IRANIAN JOURNAL OF FUZZY SYSTEMS, 18(6 ), 13-28. SID. https://sid.ir/paper/412167/en

Vancouver: Copy

LIU Y., LIU M., XU X.. Adaptive control design for xed-time synchronization of fuzzy stochastic cellular neural networks with discrete and distributed delay. IRANIAN JOURNAL OF FUZZY SYSTEMS[Internet]. 2021;18(6 ):13-28. Available from: https://sid.ir/paper/412167/en

IEEE: Copy

Y. LIU, M. LIU, and X. XU, “Adaptive control design for xed-time synchronization of fuzzy stochastic cellular neural networks with discrete and distributed delay,” IRANIAN JOURNAL OF FUZZY SYSTEMS, vol. 18, no. 6 , pp. 13–28, 2021, [Online]. Available: https://sid.ir/paper/412167/en

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