Characterization of Constrained Continuous Multiobjective Optimization Problems: A Feature Space Perspective
Aljoša Vodopija,
Tea Tušar,
Bogdan Filipič
Abstract:Despite the increasing interest in constrained multiobjective optimization in recent years, constrained multiobjective optimization problems (CMOPs) are still unsatisfactory understood and characterized. For this reason, the selection of appropriate CMOPs for benchmarking is difficult and lacks a formal background. We address this issue by extending landscape analysis to constrained multiobjective optimization. By employing four exploratory landscape analysis techniques, we propose 29 landscape features (of wh… Show more
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