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A Reference Vector based Many-Objective Evolutionary Algorithm with Feasibility-aware Adaptation

Published in arXiv (Cornell University) • Apr 12, 2019
NobleIDNI5P39W32R45S63
Authors:
Mingde Zhao
,
Hongwei Ge
,
Kai Zhang

Abstract

The infeasible parts of the objective space in difficult many-objective optimization problems cause trouble for evolutionary algorithms. This paper proposes a reference vector based algorithm which uses two interacting engines to adapt the reference vectors and to evolve the population towards the t...

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