Large-scale global optimization of ultra-high dimensional non-convex landscapes based on generative neural networks

Jiaqi Jiang, Jonathan A. Fan

We present a non-convex optimization algorithm metaheuristic, based on the training of a deep generative network, which enables effective searching within continuous, ultra-high di…