Some classes of valid inequalities and convex hull characterizations for dynamic fixed-charge problems under nested constraints

Some classes of valid inequalities and convex hull characterizations for dynamic fixed-charge problems under nested constraints

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Article ID: iaor20061821
Country: Netherlands
Volume: 140
Issue: 1
Start Page Number: 215
End Page Number: 233
Publication Date: Nov 2005
Journal: Annals of Operations Research
Authors: ,
Keywords: location, networks: flow
Abstract:

This paper studies the polyhedral structure of dynamic fixed-charge problems that have nested relationships constraining the flow or activity variables. Constraints of this type might typically arise in hierarchical or multi-period models and capacitated lot-sizing problems, but might also be induced among choices of key variables via an LP-based post-optimality analysis. We characterize several classes of valid inequalities and inductively derive convex hull representations in a higher dimensional space using lifting constructs based on the Reformulation–Linearization Technique. Relationships with certain known classes of valid inequalities for single item capacitated lot-sizing problems are also identified.

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