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OALib Journal期刊
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New NSGA-II algorithm of E-dominance based on grid
基于网格的E-占优新型NSGA-II算法

Keywords: multi-objective optimization,E-dominance,NSGA-Ⅱ algorithm,grid,non-uniform mutation
多目标优化
,E-占优,NSGA-Ⅱ算法,网格,非均匀变异

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Abstract:

In order to improve optimization effect of NSGA-Ⅱ based on E-dominate,this paper proposed a new NSGA-Ⅱ based on E-domination.It adopted grid to make better distribution and diversity,and used non-uniform mutation to enhance the performance of its mutation.Compared with NSGA-Ⅱ and NSGA-Ⅱ algorithm based on E-dominance,this new algorithm has a better performance in keeping distribution and diversity.It shows that the performance of new algorithm has been improved.

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