surrogate-assisted evolutionary algorithms (SAEAs)

Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization

Acquisition functions for surrogate-assisted many-objective optimization require a delicate balance between convergence and diversity. …

Qiqi Liu, Ran Cheng, Yaochu Jin, Martin Heiderich, Tobias Rodemann