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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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發(fā)表于 2025-3-21 18:47:46 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Linear and Integer Programming Made Easy
編輯T. C. Hu,Andrew B. Kahng
視頻videohttp://file.papertrans.cn/587/586455/586455.mp4
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
圖書封面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
關(guān)鍵詞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
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發(fā)表于 2025-3-21 20:45:23 | 只看該作者
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
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發(fā)表于 2025-3-23 05:32:20 | 只看該作者
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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