Nesterov, Y.; Vial, J.-P. - Center for Operations Research and Econometrics (CORE), … - 2000
We propose an alternative approach to stochastic programming based on Monte-Carlo sampling and stochastic gradient optimization. The procedure is by essence probabilistic and the computed solution is a random variable.