SOLVING INTEGER OR MIXED LINEAR-PROGRAMS USING A HERMITE NORMAL-FORM COMPUTATION

Citation
J. Maublanc et A. Quilliot, SOLVING INTEGER OR MIXED LINEAR-PROGRAMS USING A HERMITE NORMAL-FORM COMPUTATION, RAIRO. Recherche operationnelle, 31(4), 1997, pp. 399-427
Citations number
30
Categorie Soggetti
Operatione Research & Management Science","Operatione Research & Management Science
ISSN journal
03990559
Volume
31
Issue
4
Year of publication
1997
Pages
399 - 427
Database
ISI
SICI code
0399-0559(1997)31:4<399:SIOMLU>2.0.ZU;2-4
Abstract
Integer Linear Programming (ILP) is especially hard when the solutions of its integral relaxation are far from its true solutions. Such a si tuation is in some way related to the geometrical properties of the as sociated polyedron. We present here an approach for ILP which is based upon a systematical use of specific changes of variables. These chang es of variables involve Hermite Normal Form decompositions and nl[ow t he implementation of specific cutting plane methods and branch and bou nd methods. We describe and test these methods, and conclude this work by introducing several open problems.