Stochastic Approximation and Recursive Estimation

Focuses on the sequential methods of solving a class of problems to which belongs, for example, the problem of finding a maximum point of a function if each measured value of this function contains a random error. This work discusses some basic procedures of stochastic approximation, namely the theory of Markov processes and martingales.