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A well-known problem faced by Pareto Based Multi Objective Optimization Algorithms, including Multi-Objective Particle Swarm Optimization (MOPSO) algorithms is the deterioration of its search ability when the number of objectives scales up. In the literature some techniques were proposed to overcome these limitations, between them the modification of the domination relation. This work aims to propose...
A well-known problem faced by Multi-Objective Particle Swarm Optimization Algorithms (MOPSO) is the deterioration of its search ability when the number of objectives scales up. In the literature some techniques were proposed to overcome these limitations, however, most of them focuses on alternatives to the non-domination relation. In this work, a different direction is explored, and some specific...
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