Stochastic Trust Region Methods with Trust Region Radius Depending on Probabilistic Models

Xiaoyu Wang, Ya-xiang Yuan

We present a stochastic trust-region model-based framework in which its radius is related to the probabilistic models. Especially, we propose a specific algorithm, termed STRME, in…