Multidimensional Stochastic Approximation Methods

Abstract

Multidimensional stochastic approximation schemes are presented, and conditions are given for these schemes to converge a.s. (almost surely) to the solutions of k stochastic equations in k unknowns and to the point where a regression function in k variables achieves its maximum.