Column Generation
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57 687 Ft
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Product details:
- Edition number Softcover reprint of hardcover 1st ed. 2005
- Publisher Springer US
- Date of Publication 29 October 2010
- Number of Volumes 1 pieces, Previously published in hardcover
- ISBN 9781441937995
- Binding Paperback
- See also 9780387254852
- No. of pages358 pages
- Size 235x155 mm
- Weight 575 g
- Language English
- Illustrations XV, 358 p. Tables, black & white 0
Categories
Long description:
"
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).
This book provides a survey overview of the state-of-the-art in integer programming column generation and its many applications, featuring chapters written by leading experts in the various methodological and application areas of Column Generation.
" MoreTable of 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.
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