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Mitina
77-30569/363023 Review: population methods of Pareto set approximation in multi-objective optimization problem
Engineering Education # 04, April 2012 DOI: 10.7463/0412.0363023 This authors present a review of numerical methods of approximate Pareto set generation in the multi-objective optimization problem. The following methods are discussed: "naive" methods, switching objective functions methods, methods of objective functions aggregation, methods based on ranking of population agents, and other methods. All cases referred to methods involving the use of genetic or swarm algorithms, such as particle swarm optimization algorithm.
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