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A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables

Published in IEEE Transactions on Evolutionary Computation • Jul 13, 2015
NobleIDNI6P51W41R92S26
Authors:
Xiaoliang Ma
,
Fang Liu
,
Yutao Qi

Abstract

State-of-the-art multiobjective evolutionary algorithms (MOEAs) treat all the decision variables as a whole to optimize performance. Inspired by the cooperative coevolution and linkage learning methods in the field of single objective optimization, it is interesting to decompose a difficult high-dim...

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