2023/03/15 · In this work, a decision space partition based surrogate-assisted evolutionary algorithm (DSP-SAEA) is proposed for expensive optimization.
2023/03/15 · In this work, a decision space partition based surrogate-assisted evolutionary algorithm (DSP-SAEA) is proposed for expensive optimization.
2023/08/13 · This paper develops a two-stage dominance-based surrogate-assisted evolution algorithm (TSDEA) for high-dimensional EMOPs which utilizes the RBF model to ...
2024/08/27 · In this paper, a surrogate-assisted evolutionary algorithm based on radial space division is proposed for expensive many-objective optimization ...
2023/04/23 · The proposed CSMOEA adopts an adaptive clustering strategy to divide the current population into good and bad groups, and the clustering centers ...
Surrogate-assisted evolutionary algorithms for expensive optimization problems have gained considerable attention in recent years.
Surrogate-Assisted Differential Evolution With Region Division for ...
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2021/10/05 · A considerable number of surrogate-assisted evolutionary algorithms (SAEAs) have been developed to solve expensive optimization problems ...
To effectively address expensive multi-objective optimization, this work proposes a novel surrogate-assisted evolutionary algorithm (SAEA), named bagging-based ...
2021/04/16 · We have introduced a novel surrogate-assisted Evolutionary Algo- rithm for expensive combinatorial optimization problems based on a state-of ...
... Decision space partition based surrogate-assisted evolutionary algorithm for expensive optimization. Expert Syst Appl 214:119075. https://doi.org/10.1016/j ...