Machine Learning Powered Feasible Path Framework with Adaptive Sampling for Black-box Optimization

Zixuan Zhang, Xiaowei Song, Jiaming Li +7

Black-box optimization (BBO) involves functions that are unknown, inexact and/or expensive-to-evaluate. Existing BBO algorithms face several challenges, including high computationa…