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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국전산응용수학회 Journal of applied mathematics & informatics Journal of applied mathematics & informatics 제35권 제3호
- 발행연도
- 2017.1
- 수록면
- 387 - 397 (11page)
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초록· 키워드
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In order to react the dynamic behavior of the system more actually, it is necessary to solve the first problem of synchronization for Markovian jump complex network system in practical engineering problem. In this paper, the problem of local stochastic synchronization for Markovian nonlinear coupled neural network system is investigated, including nonlinear coupling terms and mode-dependent delays, that is less restriction to other system. By designing the Lyapunov-Krasovskii functional and applying less conservative inequality, we get a new criterion to ensure local synchronization in mean square for Markovian nonlinear coupled neural network system. The criterion introduced some free matrix variables, which are less conservative. The simulation confirmed the validity of the conclusion.
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참고문헌 (10)
참고문헌 신청
Q. Ma / 2011 / Stability and synchronization for Markovian jump neural net-works with partly unknown transition probabilities / Neurocomputing 74:3404~3411
Y. Liu / 2013 / Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays / IEEE Trans. Cybern 43:102~114
J. Wang / 2015 / Local stochastic synchronization for Markovian neutral-type complex networks with partial information on transition probabilities / Neuro-computing 149:983~992
T.H. Lee / 2014 / Robust sampled-data control with random missing data scenario / International Journal of Control 87:1957~1969
C.W. Wu / 1995 / Synchronization in an array of linearly coupled dynamical sys-tems / IEEE Trans. Circuits Syst. I: Fundam. Theory Appl 42:430~447
Y. Liu / 2013 / Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays / IEEE Trans. Cybern 43:102~114
J. Wang / 2015 / Local stochastic synchronization for Markovian neutral-type complex networks with partial information on transition probabilities / Neuro-computing 149:983~992
T.H. Lee / 2014 / Robust sampled-data control with random missing data scenario / International Journal of Control 87:1957~1969
C.W. Wu / 1995 / Synchronization in an array of linearly coupled dynamical sys-tems / IEEE Trans. Circuits Syst. I: Fundam. Theory Appl 42:430~447
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