Vector evaluated differential evolution for multiobjective optimization

被引:58
作者
Parsopoulos, KE [1 ]
Tasoulis, DK [1 ]
Pavlidis, NG [1 ]
Plagianakos, VP [1 ]
Vrahatis, MN [1 ]
机构
[1] Univ Patras, Dept Math, GR-26110 Patras, Greece
来源
CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2 | 2004年
关键词
D O I
10.1109/CEC.2004.1330858
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A parallel, multi-population Differential Evolution algorithm for multiobjective optimization is introduced. The algorithm is equipped with a domination selection operator to enhance its performance by favoring non-dominated individuals in the populations. Preliminary experimental results on widely used test problems are promising. Comparisons with the VEGA approach are provided and discussed.
引用
收藏
页码:204 / 211
页数:8
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