Multistage Stochastic Decomposition and its Applications

In this dissertation, we focus on developing sampling-based algorithms for solving stochastic linear programs. The work covers both two stage and multistage versions of stochastic linear programs. In particular, we first study the two stage stochastic decomposition (SD) algorithm and present some ex...

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Bibliographic Details
Main Author: Zhou, Zhihong
Other Authors: Sen, Suvrajeet
Language:en
Published: The University of Arizona. 2012
Subjects:
Online Access:http://hdl.handle.net/10150/222892