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An adaptive auxiliary problem-based evolutionary algorithm for multi-objective optimization problems with complex constraints
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DOI：10.1016/j.swevo.2026.102324.png)
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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
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8.5
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