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Searching for Robust Pareto Optimal Solutions for MOPs with MOEA
Author(s): 
Pages: 2815-2822
Year: Issue:  12
Journal: Acta Electronica Sinica

Keyword:  MOEArobusmessqualityrobust Pareto optimal solutionseffective objective function;
Abstract: 搜索鲁棒Pareto最优解是多目标进化算法(MOEA)研究的一个重要方面.目前,优化"原目标函数"的传统MOEA与基于"有效目标函数"的MOEA(Eff-MOEA)在搜索鲁棒Pareto最优解时都易丢失某些性质的解.为解决这一缺陷,本文定义了一种新的鲁棒Pamto最优解,提出了一种新的搜索鲁棒Pareto最优解的MOEA(MOEA/R),MOEA/R将多目标鲁棒优化问题(MROP)转化成两目标问题...
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