A new complexity result on multiobjective linear integer programming using short rational generating functions

A new complexity result on multiobjective linear integer programming using short rational generating functions

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Article ID: iaor20122529
Volume: 6
Issue: 3
Start Page Number: 537
End Page Number: 543
Publication Date: Mar 2012
Journal: Optimization Letters
Authors: ,
Keywords: programming: multiple criteria, programming: integer
Abstract:

This paper presents a new complexity result for solving multiobjective integer programming problems. We prove that encoding the entire set of nondominated solutions of the problem in a short sum of rational functions is polynomially doable, when the dimension of the decision space is fixed. This result extends a previous result presented in De Loera et al. (2009) in that there the number of the objective functions is assumed to be fixed whereas ours allows this number to vary.

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