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Stable stochastic linear programs and applications 

Author: Bernard Bereanu a
Affiliation:   a Center of Mathematical Statistic, Bucharest 1, Romania
DOI: 10.1080/02331887508801239
Publication Frequency: 6 issues per year
Published in: journal Statistics, Volume 6, Issue 4 1975 , pages 593 - 607
Formats available: PDF (English)
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Abstract

A class of stochastic linear programs termed stable stochastic linear programs defined in terms fo convergence of sequences of stochastic linear program is introduced. A sufficient regularity condition for such stability is given, slightly stronger than the necessary and sufficient condition that a stochastic linear program (SLP) has optimal value. This is a minimal condition in a certain sense. Applications of this regularity condition to Monte Carlo methods, numerical solution of the distribution problem and two-stage programming are given.
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