On discrete optimization with ordering

On discrete optimization with ordering

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Article ID: iaor20133912
Volume: 207
Issue: 1
Start Page Number: 83
End Page Number: 96
Publication Date: Aug 2013
Journal: Annals of Operations Research
Authors: , ,
Keywords: partial ordering, polyhedra
Abstract:

This paper studies discrete optimization problems with ordering requirements. These problems are formulated on general discrete sets in which there exists an ordering on their elements together with a cost function that evaluates each element of a given subset depending on its ordering relative to the remaining elements in the set. It is proven that ordered sequences over the original ground set define an independence system. The simplest such ordering problem, that consists of finding the ordered sequence of maximum weight, and its restriction to sets of a fixed cardinality are studied. In both cases, the polyhedral structure of the corresponding feasible sets is analyzed.

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