On the estimation of pareto front and dimensional similarity in many-objective evolutionary algorithm

•We propose an on-line Pareto front shape estimation strategy for adaptive selection. We use achievement scalarizing function to locate the pivotal point, which can best characterize the curvature of Pareto front. Then the curvature of Pareto front can be approximately obtained according to the rati...

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