A Multi-Model Prediction Method for Dynamic Multi-Objective Evolutionary Optimization
IEEE Transactions on Evolutionary Computation(2020)
摘要
A large number of prediction strategies are specific to a dynamic multiobjective optimization problem (DMOP) with only one type of the Pareto set (PS) change. However, a continuous DMOP with more than one type of the unknown PS change has been seldom investigated. We present a multimodel prediction approach (MMP) realized in the framework of evolutionary algorithms (EAs) to tackle the problem. In ...
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关键词
Sociology,Statistics,Optimization,Predictive models,Maintenance engineering,Mathematical model,Convergence
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