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  1. 4OR
  2. 4OR : Volume 7
  3. 4OR : Volume 7, Issue 2, June 2009
  4. Constraint programming-based column generation
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4OR : Volume 15
4OR : Volume 14
4OR : Volume 13
4OR : Volume 12
4OR : Volume 11
4OR : Volume 10
4OR : Volume 9
4OR : Volume 8
4OR : Volume 7
4OR : Volume 7, Issue 4, November 2009
4OR : Volume 7, Issue 3, October 2009
4OR : Volume 7, Issue 2, June 2009
Constraint programming-based column generation
A family of easy polyhedra
Integer extended ABS algorithms and possible control of intermediate results for linear Diophantine systems
Kernel-based learning methods for preference aggregation
Progressive methods in multiple criteria decision analysis
Game Theory applied to gene expression analysis
Agent scheduling in a multiskill call center
Topics in real-time fleet management
4OR : Volume 7, Issue 1, March 2009
4OR : Volume 6
4OR : Volume 5
4OR : Volume 4
4OR : Volume 3
4OR : Volume 2
4OR : Volume 1

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Constraint programming-based column generation

Content Provider Springer Nature Link
Author Gualandi, Stefa Malucelli, Federico
Copyright Year 2009
Abstract This paper surveys recent applications and advances of the constraint programming-based column generation framework, where the master subproblem is solved by traditional OR techniques, while the pricing subproblem is solved by constraint programming (CP). This framework has been introduced to solve crew assignment problems, where complex regulations make the pricing subproblem demanding for traditional techniques, and then it has been applied to other contexts. The main benefits of using CP are the expressiveness of its modeling language and the flexibility of its solvers. Recently, the CP-based column generation framework has been applied to many other problems, ranging from classical combinatorial problems such as graph coloring and two dimensional bin packing, to application oriented problems, such as airline planning and resource allocation in wireless ad hoc networks.
Starting Page 113
Ending Page 137
Page Count 25
File Format PDF
ISSN 16194500
Journal 4OR
Volume Number 7
Issue Number 2
e-ISSN 16142411
Language English
Publisher Springer-Verlag
Publisher Date 2009-05-13
Publisher Place Berlin, Heidelberg
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Column generation Constraint programming Integer linear programming Industrial and Production Engineering Optimization Operations Research/Decision Theory
Content Type Text
Resource Type Article
Subject Theoretical Computer Science Management Science and Operations Research Management Information Systems Computational Theory and Mathematics
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