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Selected Topics in Column Generation

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Lübbecke, Marco E., Desrosiers, Jacques·2005·Operations Research
DOI 10.1287/opre.1050.0234
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Abstract

Dantzig-Wolfe decomposition and column generation, devised for linear programs, is a success story in large-scale integer programming. We outline and relate the approaches, and survey mainly recent contributions, not yet found in textbooks. We emphasize the growing understanding of the dual point of view, which has brought considerable progress to the column generation theory and practice. It stimulated careful initializations, sophisticated solution techniques for the restricted master problem and subproblem, as well as better overall performance. Thus, the dual perspective is an ever recurring concept in our “selected topics.”

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Metadata

Authors
Lübbecke, M. E., & Desrosiers, J.
Venue
Operations Research
Publisher
Institute for Operations Research and the Management Sciences (INFORMS)
Published
2005-12
Volume
53
Issue
6
Pages
1007-1023
ISSN
  • 0030-364X (ISSN-L)
  • 1526-5463
DOI
10.1287/opre.1050.0234
OpenAlex
W1970355999
Cited by
1,102
References
3
FWCI
34.79
Type
journal article
Language
en
Open access
green

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Lübbecke, M. E., & Desrosiers, J. (2005). Selected Topics in Column Generation. Operations Research. https://doi.org/10.1287/opre.1050.0234

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