Cuckoo Search Algorithm Based An Optimal Control Strategy for Switched Nonlinear Systems

M. Kermani, Ahmed Anis Kahloul, A. Sakly
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引用次数: 2

Abstract

In this paper an optimal control strategy for switched nonlinear systems is addressed. A metaheuristic hybrid approach based on the Cuckoo Search algorithm is suggested for this issue. The main objective of the suggested approach consists to minimize a performance criterion which depends on the optimal switching instants to be found, over a finite time horizon. Lastly, a hydraulic two-tank system will be given to show the performance and the effectiveness of the suggest method.
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基于布谷鸟搜索算法的切换非线性系统最优控制策略
本文研究了切换非线性系统的最优控制策略。针对这一问题,提出了一种基于布谷鸟搜索算法的元启发式混合算法。所建议的方法的主要目标是在有限的时间范围内最小化依赖于要找到的最佳切换时刻的性能标准。最后,以一个液压双油箱系统为例,验证了该方法的性能和有效性。
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