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一种基于云模型的云变异粒子群算法

, PP. 90-96

Keywords: 云模型,粒子群算法,数值优化

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Abstract:

基于云模型在定性与定量之间相互转换的优良特性,结合粒子群算法的基本思想,提出一种云变异粒子群优化算法。其核心思想是通过正态云算子实现粒子的进化学习过程和变异操作。利用云模型对粒子的进化和变异进行统一建模,自适应控制粒子的搜索范围。典型复杂函数测试表明,云粒子群算法能有效找出全局最优解,特别适宜于多峰值函数寻优。

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