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不确定可靠性优化问题的多目标粒子群优化算法

DOI: 10.13195/j.kzyjc.2014.1165, PP. 1701-1705

Keywords: 可靠性优化,不确定,区间,多目标优化,粒子群优化

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Abstract:

针对元件可靠性为区间值的系统可靠性优化问题,提出一种区间多目标粒子群优化方法.首先,建立问题的区间多目标优化模型;然后,利用粒子群算法优化该模型,定义一种不精确Pareto支配关系,并给出编码、约束处理、外部存储器更新、领导粒子选择等关键问题的解决方法;最后,将该方法应用于可靠性优化问题实例,验证了方法的有效性.

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