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On the number of non-dominated points of a multicriteria optimization problem

Bazgan, Cristina; Jamain, Florian; Vanderpooten, Daniel (2013), On the number of non-dominated points of a multicriteria optimization problem, Discrete Applied Mathematics, 161, 18, p. 2841-2850. 10.1016/j.dam.2013.07.010

Type
Article accepté pour publication ou publié
Date
2013
Journal name
Discrete Applied Mathematics
Volume
161
Number
18
Publisher
Elsevier
Pages
2841-2850
Publication identifier
10.1016/j.dam.2013.07.010
Metadata
Show full item record
Author(s)
Bazgan, Cristina
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Jamain, Florian
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Vanderpooten, Daniel
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Abstract (EN)
This work proposes an upper bound on the maximal number of non-dominated points of a multicriteria optimization problem. Assuming that the number of values taken on each criterion is known, the criterion space corresponds to a comparability graph or a product of chains. Thus, the upper bound can be interpreted as the stability number of a comparability graph or, equivalently, as the width of a product of chains. Standard approaches or formulas for computing these numbers are impractical. We develop a practical formula which only depends on the number of criteria. We also investigate the tightness of this upper bound and the reduction of this bound when feasible, possibly efficient, solutions are known.
Subjects / Keywords
Non-dominated points; Stability number; Product of chains; Sperner property; Comparability graph; Multicriteria optimization

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