For a stochastic programming problem with a nonsmooth objective a recursive stochastic subgradient method is proposed in which successive directions are obtained from quadratic programming subproblems ...

Since any bounded linear program may be cast in form (IP) the technique may also be considered as an alternative method for linear programming. Management Science is a cross-functional, ...