Abstract: Highlights•A new evaluator is proposed to better measure the convergence contribution for an evolutionary algorithm.•A new local ideal point set strategy is introduced to calculate the new evaluator.•The CC and PCD are cooperatively integrated into a MOPSO as MOPSO/CP.
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