Bias and Variance Reduction in Assessing Solution Quality for Stochastic Programs

Stochastic programming combines ideas from deterministic optimization with probability and statistics to produce more accurate models of optimization problems involving uncertainty. However, due to their size, stochastic programming problems can be extremely difficult to solve and instead approximat...

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Bibliographic Details
Main Author: Stockbridge, Rebecca
Other Authors: Bayraksan, Güzin
Language:en
Published: The University of Arizona. 2013
Subjects:
Online Access:http://hdl.handle.net/10150/301665