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Titlebook: Linear and Integer Programming Made Easy; T. C. Hu,Andrew B. Kahng Textbook 2016 Springer Nature Switzerland AG 2016 Engineering Optimizat

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发表于 2025-3-21 18:47:46 | 显示全部楼层 |阅读模式
书目名称Linear and Integer Programming Made Easy
编辑T. C. Hu,Andrew B. Kahng
视频video
概述Provides a concise introduction to linear and integer programming, appropriate for undergraduates, graduates, a short course or book camp, or self-learning;.Targets not only computer scientists and en
图书封面Titlebook: Linear and Integer Programming Made Easy;  T. C. Hu,Andrew B. Kahng Textbook 2016 Springer Nature Switzerland AG 2016 Engineering Optimizat
描述This textbook provides concise coverage of the basics of linear and integer programming which, with megatrends toward optimization, machine learning, big data, etc., are becoming fundamental toolkits for data and information science and technology. The authors’ approach is accessible to students from almost all fields of engineering, including operations research, statistics, machine learning, control system design, scheduling, formal verification and computer vision. The presentations enables the basis for numerous approaches to solving hard combinatorial optimization problems through randomization and approximation.  .Readers will learn to cast various problems that may arise in their research as optimization problems, understand the cases where the optimization problem will be linear, choose appropriate solution methods and interpret results appropriately..
出版日期Textbook 2016
关键词Engineering Optimization; Integer Programming Textbook; Linear Programming Textbook; Linear Systems and
版次1
doihttps://doi.org/10.1007/978-3-319-24001-5
isbn_softcover978-3-319-79568-3
isbn_ebook978-3-319-24001-5
copyrightSpringer Nature Switzerland AG 2016
The information of publication is updating

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发表于 2025-3-21 20:45:23 | 显示全部楼层
Column Generating Technique,the constraint matrix are not random numbers. For every linear program, there is a special structure which is implicitly given in the matrix. By exploring this special structure, we can solve a large linear program with infinitely many columns.
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The World Map of Integer Programs,.), where . is the weight-carrying capacity of the knapsack. The knapsack problem can also be solved using Landa’s algorithm, as we saw in Sect. .. Landa’s algorithm is also pseudo-polynomial and has time complexity .(..), where .. is the weight of the best item.
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978-3-319-79568-3Springer Nature Switzerland AG 2016
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https://doi.org/10.1007/978-3-319-24001-5Engineering Optimization; Integer Programming Textbook; Linear Programming Textbook; Linear Systems and
发表于 2025-3-23 05:32:20 | 显示全部楼层
Preliminaries,This chapter provides a brief linear algebra “refresher” and covers notation and some matrix properties that will be used throughout this book.
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