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Hopfield神经网络的同步性控制
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作者 李蕾 《哈尔滨商业大学学报(自然科学版)》 CAS 2023年第4期441-445,512,共6页
通过设计一类自适应控制器和牵引控制器,研究了具有外部扰动的Hopfield神经网络的同步性问题.利用李雅普诺夫稳定性理论、LaSalle不变准则和一些分析技术,结合自适应控制和牵引脉冲控制,得到了能使动态网络的整个状态同步到某一状态的准... 通过设计一类自适应控制器和牵引控制器,研究了具有外部扰动的Hopfield神经网络的同步性问题.利用李雅普诺夫稳定性理论、LaSalle不变准则和一些分析技术,结合自适应控制和牵引脉冲控制,得到了能使动态网络的整个状态同步到某一状态的准则.通过数值例子验证了方法的有效性. 展开更多
关键词 HOPFIELD神经网络 自适应控制同步性 牵引控制同步 李雅普诺夫稳定 LaSalle不变准则 脉冲
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Adaptive synchronization of a class of chaotic systems via variable structure control
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作者 Li Huiguang Zhang Xinying Guan Xinping 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第4期858-861,865,共5页
The synchronization problem under two cases is considered. One is that the bound on the uncertainty existing in the controller is known, the other is that the bound is unknown. In the latter case, the simple adaptatio... The synchronization problem under two cases is considered. One is that the bound on the uncertainty existing in the controller is known, the other is that the bound is unknown. In the latter case, the simple adaptation laws for upper bound on the norm of the uncertainty is proposed. Using this adaptive upper bound, a variable structure control is designed. The proposed method does not guarantee the convergence of the adaptive upper bound to the real one but makes the system asymptotically stable. 展开更多
关键词 chaotic synchronization UNCERTAINTY variable structure control.
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Modified Projective Synchronization of a New Hyperchaotic System with Known or Unknown Parameters
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作者 唐漾 孙梅玉 +1 位作者 陆锁军 方建安 《Journal of Donghua University(English Edition)》 EI CAS 2008年第4期443-448,共6页
This work presents two different methods-nonlinear control method and adaptive control approach to achieve the modified projective synchronization of a new hyperchaotic system with known or unknown parameters.Based on... This work presents two different methods-nonlinear control method and adaptive control approach to achieve the modified projective synchronization of a new hyperchaotic system with known or unknown parameters.Based on Lyapunov stability theory,nonlinear control method is adopted when the parameters of driving and response systems are known beforehand;when the parameters are fully unknown,adaptive controllers and parameters update laws are proposed to synchronize two different hyperchaotic system and identify the unknown parameters.Moreover,the rate of synchronization can be regulated by adjusting the control gains designed in the controllers.The corresponding simulations are exploited to demonstrate the effectiveness of the proposed two methods. 展开更多
关键词 modified projective synchronization adaptive control hyperchaotic system parameters unknown nonlinear control
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Distributed adaptive attitude synchronization of multiple spacecraft 被引量:6
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作者 LI ZhongKui DUAN ZhiSheng 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第8期1992-1998,共7页
This paper addresses the distributed attitude synchronization problem of multiple spacecraft with unknown inertia matrices. Two distributed adaptive controllers are proposed for the cases with and without a virtual le... This paper addresses the distributed attitude synchronization problem of multiple spacecraft with unknown inertia matrices. Two distributed adaptive controllers are proposed for the cases with and without a virtual leader to which a time-varying reference attitude is assigned. The first controller achieves attitude synchronization for a group of spacecraft with a leaderless communication topology having a directed spanning tree. The second controller guarantees that all spacecraft track the reference attitude if the virtual leader has a directed path to all other spacecraft. Simulation examples are presented to illustrate the effectiveness of the results. 展开更多
关键词 attitude synchronization distributed control adaptive control multi-agent system
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