Linear and integer programming made easy [electronic resource] / T. C. Hu, Andrew B. Kahng.
2016
T57.74
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Online Access
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Unlimited
Authorized users
Authorized users
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Can lend chapters, not whole ebooks
Details
Title
Linear and integer programming made easy [electronic resource] / T. C. Hu, Andrew B. Kahng.
ISBN
9783319240015 (electronic book)
3319240013 (electronic book)
9783319239996
3319240013 (electronic book)
9783319239996
Published
Switzerland : Springer, 2016.
Language
English
Description
1 online resource (x, 143 pages) : illustrations.
Other Standard Identifiers
10.1007/978-3-319-24001-5 doi
Call Number
T57.74
Dewey Decimal Classification
519.7/2
Summary
Annotation 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.
Note
Annotation 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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed May 11, 2016).
Added Author
Kahng, Andrew B., 1963- author.
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Online Access
Record Appears in
Online Resources > Ebooks
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All Resources
Table of Contents
Preliminaries
Introduction
Dimension of the Solution Space
Introduction to the Simplex Method
Duality and Complementary Slackness
Revised Simplex Method
Column Generating Technique
The Knapsack Problem
Asymptotic Algorithms
The World Map on Integer Programs
Linear and Integer Programming in Practice
The Branch and Bound Method of Integer Programming.-.
Introduction
Dimension of the Solution Space
Introduction to the Simplex Method
Duality and Complementary Slackness
Revised Simplex Method
Column Generating Technique
The Knapsack Problem
Asymptotic Algorithms
The World Map on Integer Programs
Linear and Integer Programming in Practice
The Branch and Bound Method of Integer Programming.-.