Asymptotic convergence of metaheuristics for multiobjective optimization problems

Abstract

This paper analyzes the convergence of metaheuristics used for multiobjective optimization problems in which the transition probabilities use a uniform mutation rule. We prove that these algorithms converge only if elitism is used.