Autoencoder-and-Surrogate Model-based Evolutionary Algorithms for Complex Optimization Problems and Their Applications
Compared with the state-of-the-art algorithms for HEPs, AEO shows extraordinarily high efficiency for these challenging problems while SAEO can greatly improve the performance of AEO in most cases, thus opening new directions for various swarm optimization and evolutionary algorithms under both AEO and SAEO.
Mengchu Zhou
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