Article (Scientific journals)
Lifting, Superadditivity, Mixed Integer Rounding and Single Node Flow Sets Revisited
Louveaux, Quentin; Wolsey, Laurence A.
2007In Annals of Operations Research, 153 (1), p. 47-77
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Keywords :
Lifting; Mixed-Integer Rounding; Superaddivity
Abstract :
[en] In this survey we attempt to give a unified presentation of a variety of results on the lifting of valid inequalities, as well as a standard procedure com- bining mixed integer rounding with lifting for the development of strong valid inequalities for knapsack and single node flow sets. Our hope is that the latter can be used in practice to generate cutting planes for mixed integer programs. The survey contains essentially two parts. In the first we present lifting in a very general way, emphasizing superadditive lifting which allows one to lift simultane- ously different sets of variables. In the second, our procedure for generating strong valid inequalities consists of reduction to a knapsack set with a single continuous variable, construction of a mixed integer rounding inequality, and superaddilifting. It is applied to several generalizations of the 0-1 single node flow set.
Disciplines :
Mathematics
Computer science
Author, co-author :
Louveaux, Quentin ;  Université catholique de Louvain > CORE, INMA
Wolsey, Laurence A.;  Université catholique de Louvain > CORE, INMA
Language :
English
Title :
Lifting, Superadditivity, Mixed Integer Rounding and Single Node Flow Sets Revisited
Publication date :
2007
Journal title :
Annals of Operations Research
ISSN :
0254-5330
eISSN :
1572-9338
Publisher :
Springer Science & Business Media B.V.
Volume :
153
Issue :
1
Pages :
47-77
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
F.R.S.-FNRS - Fonds de la Recherche Scientifique [BE]
BELSPO - SPP Politique scientifique - Service Public Fédéral de Programmation Politique scientifique
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