Shuangrong Liu

OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

Black-box optimization (BBO) algorithms are concerned with finding the best solutions for problems with missing analytical details. Most classical methods for such problems are based on strong and fixed a priori assumptions, such as Gaussianity. …