Adaptive State-Dependent Diffusion for Derivative-Free Optimization

Björn Engquist, Kui Ren, Yunan Yang

This paper develops and analyzes a stochastic derivative-free optimization strategy. A key feature is the state-dependent adaptive variance. We prove global convergence in probabil…