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I. MOEAs for MOPs With Irregular PFsrnIn this section, we are going to provide an overview of existing MOEAs dedicated to solving MOPs with irregular PFs. Here, the MOPs are categorized into four groups according to their main mechanism for handling irregularity in the PF.