Convex approximations for a class of mixed-integer recourse models

Convex approximations for a class of mixed-integer recourse models

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Article ID: iaor20104499
Volume: 177
Issue: 1
Start Page Number: 139
End Page Number: 150
Publication Date: Jun 2010
Journal: Annals of Operations Research
Authors:
Keywords: programming: probabilistic
Abstract:

We consider mixed-integer recourse (MIR) models with a single recourse constraint. We relate the second-stage value function of such problems to the expected simple integer recourse (SIR) shortage function. This allows to construct convex approximations for MIR problems by the same approach used for SIR models.

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