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@inproceedings{Sun2018SemisupervisedLA, title={Semi-supervised learning assisted particle swarm optimization of computationally expensive problems}, author={Chao-Li Sun and Yaochu Jin and Ying Tan}, booktitle={GECCO}, year={2018} }

- Published 2018 in GECCO
DOI:10.1145/3205455.3205596

In many real-world optimization problems, it is very time-consuming to evaluate the performance of candidate solutions because the evaluations involve computationally intensive numerical simulations or costly physical experiments. Therefore, standard population based meta-heuristic search algorithms are not best suited for solving such expensive problems… CONTINUE READING

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