Stochastic gradient approximation: An efficient method to optimize many-body wave functions

A novel, efficient optimization method for physical problems is presented. The method utilizes the noise inherent in stochastic functions. As an application, an algorithm for the variational optimization of quantum many-body wave functions is derived. The numerical results indicate superior performance when compared to traditional techniques. {copyright} {ital 1997} {ital The American Physical Society}