An adaptive auxiliary problem-based evolutionary algorithm for multi-objective optimization problems with complex constraints

doi:10.1016/j.swevo.2026.102324

An adaptive auxiliary problem-based evolutionary algorithm for multi-objective optimization problems with complex constraints

2026-02-19

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DOI：10.1016/j.swevo.2026.102324

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Abstract

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• Develop a constraint-handling sequence determination mechanism based on correlation analysis. • Propose an adaptive updating strategy of auxiliary problem linked to the constraint-handling sequence. • Present an adaptive cooperation mechanism guided by population similarity. • Give an individual generation method assisted by dynamic reference points.

Keywords:

constraint-handling

multi-objective optimization

adaptive strategy

auxiliary problem

evolutionary algorithm

An adaptive auxiliary problem-based evolutionary algorithm for multi-objective optimization problems with complex constraints

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