Online objective reduction for many-objective optimization problems

Abstract

For many-objective optimization problems, i.e. the number of objectives is greater than three, the performance of most of the existing Evolutionary Multi-objective Optimization algorithms will deteriorate to a certain degree. It is therefore desirable to reduce many objectives to fewer essential objectives, if applicable. Currently, most of the existing… (More)
DOI: 10.1109/CEC.2014.6900548

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