A second order stochastic approximation algorithm using only function measurements

Considers the problem of loss function minimization when only (possibly noisy) measurements of the loss function are available. In particular, no measurements of the gradient of the loss function are assumed available. The simultaneous perturbation stochastic approximation (SPSA) algorithm displays ... View More