2002-11-05Buch
Learning algorithms for separable approximations of stochastic optimization problems
Powell, Warren; Ruszczynski, Andrzej; Topaloglu, Huseyin
We propose the use of sequences of separable, piecewise linear approximations for solving classes of nondiffferential stochastic optimization problems. The approximations are estimated adaptively using a combination of ...