Global Continuous Optimization with Error Bound and Fast Convergence

Kenji Kawaguchi, Yu Maruyama, Xiaoyu Zheng

This paper considers global optimization with a black-box unknown objective function that can be non-convex and non-differentiable. Such a difficult optimization problem arises in…