Julia programming for operations research

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julia programming for operations research

Julia Programming for Operations Research by Changhyun Kwon

Last Updated: February 2019

Based on Julia v1.0+ and JuMP v0.18+

The main motivation of writing this book was to help the author himself. He is a professor in the field of operations research, and his daily activities involve building models of mathematical optimization, developing algorithms for solving the problems, implementing those algorithms using computer programming languages, experimenting with data, etc. Three languages are involved: human language, mathematical language, and computer language. His team of students need to go over three different languages, which requires translation among the three languages. As this book was written to teach his research group how to translate, this book will also be useful for anyone who needs to learn how to translate in a similar situation.

The Julia Language is as fast as C, as convenient as MATLAB, and as general as Python with a flexible algebraic modeling language for mathematical optimization problems. With the great support from Julia developers, especially the developers of the JuMP—Julia for Mathematical Programming—package, Julia makes a perfect tool for students and professionals in operations research and related areas such as industrial engineering, management science, transportation engineering, economics, and regional science.

For more information, visit:
http://www.chkwon.net/julia
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Published 10.02.2019

15. Linear Programming: LP, reductions, Simplex

Online Book: Julia Programming for Operations Research

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Changhyun Kwon. Last Updated: May The main motivation of writing this book was to help the author himself. He is a professor in the field of operations research, and his daily activities involve building models of mathematical optimization, developing algorithms for solving the problems, implementing those algorithms using computer programming languages, experimenting with data, etc. Three languages are involved: human language, mathematical language, and computer language. His team of students need to go over three different languages, which requires "translation" among the three languages. As this book was written to teach his research group how to translate, this book will also be useful for anyone who needs to learn how to translate in a similar situation.

Julia Programming for Operations Research. Changhyun Kwon. Last Updated: February Based on Julia v1. He is a professor in the field of operations research, and his daily activities involve building models of mathematical optimization, developing algorithms for solving the problems, implementing those algorithms using computer programming languages, experimenting with data, etc. Three languages are involved: human language, mathematical language, and computer language. His team of students need to go over three different languages, which requires "translation" among the three languages. As this book was written to teach his research group how to translate, this book will also be useful for anyone who needs to learn how to translate in a similar situation.

Search everywhere only in this topic. Advanced Search. Classic List Threaded. Chang Kwon. Hi All, I wrote a book. It is an online book at this moment.

5 COMMENTS

  1. Fragdicuhea says:

    Julia Programming for Operations Research, 2nd Edition; What's New in the Second Edition; Table of Contents; Preview; Purchasing the Book; Courses; Code.

  2. Laurence C. says:

    A paperback edition is available.

  3. Megan L. says:

    Operations research using Julia and JuMP

  4. Hedvige G. says:

    Online Book: Julia Programming for Operations Research

  5. Pavel A. says:

    Julia – Changhyun Kwon

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