The Resource Column Generation, edited by Guy Desaulniers, Jacques Desrosiers, Marius M. Solomon, (electronic resource)

Column Generation, edited by Guy Desaulniers, Jacques Desrosiers, Marius M. Solomon, (electronic resource)

Label
Column Generation
Title
Column Generation
Statement of responsibility
edited by Guy Desaulniers, Jacques Desrosiers, Marius M. Solomon
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
Column Generation is an insightful overview of the state of the art in integer programming column generation and its many applications. The volume begins with "A Primer in Column Generation" which outlines the theory and ideas necessary to solve large-scale practical problems, illustrated with a variety of examples. Other chapters follow this introduction on "Shortest Path Problems with Resource Constraints," "Vehicle Routing Problem with Time Window," "Branch-and-Price Heuristics," "Cutting Stock Problems," each dealing with methodological aspects of the field. Three chapters deal with transportation applications: "Large-scale Models in the Airline Industry," "Robust Inventory Ship Routing by Column Generation," and "Ship Scheduling with Recurring Visits and Visit Separation Requirements." Production is the focus of another three chapters: "Combining Column Generation and Lagrangian Relaxation," "Dantzig-Wolfe Decomposition for Job Shop Scheduling," and "Applying Column Generation to Machine Scheduling." The final chapter by François Vanderbeck, "Implementing Mixed Integer Column Generation," reviews how to set-up the Dantzig-Wolfe reformulation, adapt standard MIP techniques to the column generation context (branching, preprocessing, primal heuristics), and deal with specific column generation issues (initialization, stabilization, column management strategies)
Member of
Dewey number
658.5/3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • 2CnmNfMT0_Y
  • lVIDX5hC5T4
  • MncKNdH-ZSo
Language note
English
LC call number
HD30.23
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Desaulniers, Guy.
  • Desrosiers, Jacques.
  • Solomon, Marius M.
Series statement
GERAD 25th anniversary series
http://library.link/vocab/subjectName
  • Operations research
  • Mathematical optimization
  • Computer science
  • Production management
  • Operations Research/Decision Theory
  • Operations Research, Management Science
  • Optimization
  • Computational Mathematics and Numerical Analysis
  • Operations Management
  • Mathematical Modeling and Industrial Mathematics
Label
Column Generation, edited by Guy Desaulniers, Jacques Desrosiers, Marius M. Solomon, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
A Primer in Column Generation -- Shortest Path Problems with Resource Constraints -- Vehicle Routing Problem with Time Windows -- Branch-and-Price Heuristics: A Case Study on the Vehicle Routing Problem with Time Windows -- Cutting Stock Problems -- Large-Scale Models in the Airline Industry -- Robust Inventory Ship Routing by Column Generation -- Ship Scheduling with Recurring Visits and Visit Separation Requirements -- Combining Column Generation and Lagrangian Relaxation -- Dantzig-Wolfe Decomposition for Job Shop Scheduling -- Applying Column Generation to Machine Scheduling -- Implementing Mixed Integer Column Generation
Dimensions
unknown
Extent
1 online resource (373 p.)
Form of item
online
Isbn
9781280608285
Media category
computer
Media type code
c
Other control number
10.1007/b135457
Specific material designation
remote
System control number
  • (CKB)1000000000236461
  • (EBL)259313
  • (OCoLC)475101035
  • (SSID)ssj0000768849
  • (PQKBManifestationID)12367830
  • (PQKBTitleCode)TC0000768849
  • (PQKBWorkID)10768252
  • (PQKB)11262503
  • (SSID)ssj0000125175
  • (PQKBManifestationID)11129790
  • (PQKBTitleCode)TC0000125175
  • (PQKBWorkID)10027054
  • (PQKB)11584679
  • (DE-He213)978-0-387-25486-9
  • (MiAaPQ)EBC259313
  • (EXLCZ)991000000000236461
Label
Column Generation, edited by Guy Desaulniers, Jacques Desrosiers, Marius M. Solomon, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
A Primer in Column Generation -- Shortest Path Problems with Resource Constraints -- Vehicle Routing Problem with Time Windows -- Branch-and-Price Heuristics: A Case Study on the Vehicle Routing Problem with Time Windows -- Cutting Stock Problems -- Large-Scale Models in the Airline Industry -- Robust Inventory Ship Routing by Column Generation -- Ship Scheduling with Recurring Visits and Visit Separation Requirements -- Combining Column Generation and Lagrangian Relaxation -- Dantzig-Wolfe Decomposition for Job Shop Scheduling -- Applying Column Generation to Machine Scheduling -- Implementing Mixed Integer Column Generation
Dimensions
unknown
Extent
1 online resource (373 p.)
Form of item
online
Isbn
9781280608285
Media category
computer
Media type code
c
Other control number
10.1007/b135457
Specific material designation
remote
System control number
  • (CKB)1000000000236461
  • (EBL)259313
  • (OCoLC)475101035
  • (SSID)ssj0000768849
  • (PQKBManifestationID)12367830
  • (PQKBTitleCode)TC0000768849
  • (PQKBWorkID)10768252
  • (PQKB)11262503
  • (SSID)ssj0000125175
  • (PQKBManifestationID)11129790
  • (PQKBTitleCode)TC0000125175
  • (PQKBWorkID)10027054
  • (PQKB)11584679
  • (DE-He213)978-0-387-25486-9
  • (MiAaPQ)EBC259313
  • (EXLCZ)991000000000236461

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