Article (Scientific journals)
Berge-acyclic multilinear 0-1 optimization problems
Buchheim, Christoph; Crama, Yves; Rodriguez Heck, Elisabeth
2019In European Journal of Operational Research, 273, p. 102-107
Peer Reviewed verified by ORBi
 

Files


Full Text
article_perfect_SL_version5.pdf
Author preprint (152.6 kB)
Download

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
multilinear 0-1 optimization; standard linearization; Berge cycle; balanced matrix; signed hypergraph
Abstract :
[en] The problem of optimizing a multilinear polynomial f in 0–1 variables arises in applications from many different areas. We are interested in resolution methods based on reformulating the polynomial problem into an equivalent linear one, an approach that attempts to draw benefit from the extensive literature in integer linear programming. More precisely, we characterize instances for which the classical standard linearization procedure guarantees integer optimal solutions. We show that the standard linearization polytope P_H is integer if and only if the hypergraph H defined by the higher-degree monomials of f is Berge-acyclic, or equivalently, when the matrix defining P_H is balanced. This characterization follows from more general conditions that guarantee integral optimal vertices for a relaxed formulation depending on the sign pattern of the monomials of f.
Research center :
HEC - QuantOM
Disciplines :
Quantitative methods in economics & management
Mathematics
Author, co-author :
Buchheim, Christoph;  TU Dortmund > Fakultät für Mathematik
Crama, Yves  ;  Université de Liège > HEC Liège : UER > Recherche opérationnelle et gestion de la production
Rodriguez Heck, Elisabeth ;  Université de Liège > HEC Liège : UER > Recherche opérationnelle et gestion de la production
Language :
English
Title :
Berge-acyclic multilinear 0-1 optimization problems
Publication date :
2019
Journal title :
European Journal of Operational Research
ISSN :
0377-2217
eISSN :
1872-6860
Publisher :
Elsevier, Netherlands
Volume :
273
Pages :
102-107
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBi :
since 05 December 2016

Statistics


Number of views
127 (19 by ULiège)
Number of downloads
259 (4 by ULiège)

Scopus citations®
 
6
Scopus citations®
without self-citations
5
OpenCitations
 
2

Bibliography


Similar publications



Contact ORBi