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Markov Model and Convergence Analysis Based on Cuckoo Search Algorithm
Author(s): 
Pages: 180-182,185
Year: Issue:  11
Journal: Computer Engineering

Abstract: 为完善布谷鸟搜索(CS)算法的收敛性理论,建立CS算法的Markov链模型,分析该Markov链的有限齐次性,在此基础上通过分析鸟窝位置的群体状态转移过程,指出随机序列将进入最优状态集,同时证明CS算法满足随机搜索算法全局收敛的2个条件.通过仿真实验验证CS算法可收敛于全局最优,从而确保CS算法的全局收敛性.
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