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Column Generation

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Desaulniers, Guy (EDT)/ Desrosiers, Jacques (EDT)/ Solomon, Marius M. (EDT) 作者
Springer Verlag
译者
2005-4 出版日期
376 页数
$ 157.07 价格
HRD
丛书系列
9780387254852 图书编码

Column Generation 在线电子书 图书标签: 最优化  整数规划  大规模问题   


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发表于2024-12-25


Column Generation 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Column Generation 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Column Generation 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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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 Francois 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).

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