Nesterov, Y.; Vial, J.-P. - Geneva School of Economics and Management, Université … - 2000
We propose an alternative apporach 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. The associated objectiev value is doubly random, since it depends two...