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基于改进麻雀搜索算法的时延连续系统参数辨识
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作者 张能 刘珑龙 《中国海洋大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第8期166-172,共7页
现实环境下的控制系统大多为存在时间延迟的连续时间控制系统,为了模拟控制系统对输入的响应,就必须对其参数进行估算。本文首先对时延连续系统方程作拉普拉斯变换,得到了系统的显式方程;然后,通过蝴蝶优化算法和Levy飞行算法对2020年... 现实环境下的控制系统大多为存在时间延迟的连续时间控制系统,为了模拟控制系统对输入的响应,就必须对其参数进行估算。本文首先对时延连续系统方程作拉普拉斯变换,得到了系统的显式方程;然后,通过蝴蝶优化算法和Levy飞行算法对2020年提出的最新的麻雀搜索算法进行改进,使其避免陷入局部极小值点;最后,将智能优化算法应用于控制系统的辨识中,基于本文改进的麻雀搜索算法对时延连续系统的参数进行了估算,并通过数值实验验证了本文算法在辨识精度和收敛速度上的优越性。 展开更多
关键词 参数辨识 时延连续系统 麻雀搜索算法 蝴蝶优化算法 Levy飞行算法 拉普拉斯变换
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Robust Output Regulation Problem for Discrete-Time Linear Systems with Both Input and Communication Delays 被引量:1
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作者 YAN Yamin HUANG Jie 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2017年第1期68-85,共18页
Recently, the robust output regulation problem for continuous-time linear systems with both input and communication time-delays was studied. This paper will further present the results on the robust output regulation ... Recently, the robust output regulation problem for continuous-time linear systems with both input and communication time-delays was studied. This paper will further present the results on the robust output regulation problem for discrete-time linear systems with input and communication delays. The motivation of this paper comes from two aspects. First, it is known that the solvability of the output regulation problem for linear systems is dictated by two matrix equations. While, for delay-free systems, these two matrix equations are same for both continuous-time systems and discretetime systems, they are different for continuous-time time-delay systems and discrete-time time-delay systems. Second, the stabilization methods for continuous-time time-delay systems and discrete-time time-delay systems are also somehow different. Thus, an independent treatment of the robust output regulation problem for discrete-time time-delay systems will be useful and necessary. 展开更多
关键词 Discrete-time systems internal model robust output regulation time-delay.
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CONSENSUS DESIGN FOR CONTINUOUS-TIME MULTI-AGENT SYSTEMS WITH COMMUNICATION DELAY 被引量:4
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作者 WANG Zhenhua YOU Keyou +1 位作者 XU Juanjuan ZHANG Huanshui 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2014年第4期701-711,共11页
This paper investigates a consensus design problem for continuous-time first-order multiagent systems with uniform constant communication delay.Provided that the agent dynamic is unstable and the diagraph is undirecte... This paper investigates a consensus design problem for continuous-time first-order multiagent systems with uniform constant communication delay.Provided that the agent dynamic is unstable and the diagraph is undirected,sufficient conditions are derived to guarantee consensus.The key technique is the adoption of historical input information in the protocol.Especially,when agent's own historical input information is used in the protocol design,the consensus condition is constructed in terms of agent dynamic,communication delay,and the eigenratio of the network topology.Simulation result is presented to validate the effectiveness of the theoretical result. 展开更多
关键词 Communication delay consensus protocol eigenratio historical input information multi-agent systems.
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