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Issue:
Searching for Robust Pareto Optimal Solutions for MOPs with MOEA
Author(s):
ZHENG Jin-hua
,
LUO Biao
,
ZHOU Cong
,
LI Wang-yi
Pages:
2815
-
2822
Year:
2009
Issue:
12
Journal:
Acta Electronica Sinica
Keyword:
MOEA
;
robusmess
;
quality
;
robust Pareto optimal solutions
;
effective 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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