MOEA/Dの有制約最適化への拡張と適応的重み調整に関する基礎検討

抄録

An extended Multiobjective Evolutionary Algorithm Based on Decomposition (MOEA/D) with adaptive weight adjustment is proposed in this letter. The proposed method facilitates the search on the constraint boundary by adaptively adjusting the weights in the search process. The search performance of the proposed method is shown to be superior to that of the conventional method through numerical experiments using a constrained convex optimization problem.