Derivative-Free Optimization of Noisy Functions via Quasi-Newton Methods

Albert S. Berahas, Richard H. Byrd, Jorge Nocedal

This paper presents a finite difference quasi-Newton method for the minimization of noisy functions. The method takes advantage of the scalability and power of BFGS updating, and e…