On the optimal solution definition for many-criteria optimization problems

M. Farina, P. Amato
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引用次数: 232

Abstract

When dealing with many-criteria decision making and many-objectives optimization problems the concepts of Pareto optimality and Pareto dominance are inefficient for modelling and simulating human decision making. Different fuzzy-based definitions of optimality and dominated solution are introduced and tested on analytical test cases in order to show their validity and closeness to human decision making.
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多准则优化问题的最优解定义
在处理多准则决策和多目标优化问题时,帕累托最优和帕累托优势的概念对于建模和模拟人类决策是低效的。引入了不同的基于模糊的最优性和支配解的定义,并在分析测试用例上进行了测试,以证明它们的有效性和与人类决策的接近性。
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