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Many-objective optimization algorithm based on adaptive reference vector

Published in Journal of Intelligent & Fuzzy Systems • May 19, 2020
NobleIDNI2P18W25R98S17
Authors:
Ziyu Hu
,
Xuemin Ma
,
Hao Sun

Abstract

When dealing with multi-objective optimization, the proportion of non-dominated solutions increase rapidly with the increase of optimization objective. Pareto-dominance-based algorithms suffer the low selection pressure towards the true Pareto front. Decomposition-based algorithms may fail to solve ...

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