Optimization Modelling Using R by Timothy R Anderson Hardcover 2022-image
Optimization Modelling Using R by Timothy R Anderson Hardcover 2022-image

Optimization Modelling Using R by Timothy R Anderson Hardcover 2022

$ 43.56

gtin13: 9780367507893 Format: Hardcover Series: Chapman & Hall/Crc Operations Research Ser. Dewey Edition: 23 Language: English Publication Name: Optimization Modelling Using R Synopsis: This book covers using R for doing optimization, a key area of operations research, which has been applied to virtually every industry. The focus is on linear and mixed integer optimization. It uses an algebraic modeling approach for creating formulations that pairs naturally with an algebraic implementation in R. With the rapid rise of interest in data analytics, a data analytics platform is key. Working technology and business professionals need an awareness of the tools and language of data analysis. R reduces the barrier to entry for people to start using data analytics tools. Philosophically, the book emphasizes creating formulations before going into implementation. Algebraic representation allows for clear understanding and generalization of large applications, and writing formulations is necessary to explain and convey the modeling decisions made. Appendix A introduces R. Mathematics is used at the level of subscripts and summations Refreshers are provided in Appendix B. This book: - Provides and explains code so examples are relatively clear and self-contained. - Emphasizes creating algebraic formulations before implementing. - Focuses on application rather than algorithmic details. - Embodies the philosophy of reproducible research. - Uses open-source tools to ensure access to powerful optimization tools. - Promotes open-source: all materials are available on the author's github repository. - Demonstrates common debugging practices with a troubleshooting emphasis specific to optimization modeling using R. - Provides code readers can adapt to their own applications . This book can be used for graduate and undergraduate courses for students without a background in optimization and with varying mathematical backgrounds., This book covers using R for doing optimization, a key area of operations research, which has been applied to virtually every industry. The focus is on linear and mixed integer optimization. It uses an algebraic modeling approach for creating formulations that pairs naturally with an algebraic implementation in R. Subject: Operations Research, Linear & Nonlinear Programming, General, Optimization Author: Timothy R. Anderson brand: CRC Press LLC Dewey Decimal: 519.6 Publication Year: 2022 Item Width: 6.1 in ISBN-13: 9780367507893 Number of Pages: 304 Pages ISBN-10: 0367507897 Publisher: CRC Press LLC Type: Textbook Item Length: 9.2 in Subject Area: Mathematics, Technology & Engineering Intended Audience: Trade

Description

  1. This book is a fantastic resource for anyone diving into optimization with R! The explanations are clear, the examples are practical, and it covers everything from basics to advanced techniques. The author breaks down complex concepts in a way that’s easy to follow, making it perfect for both beginners and experienced users. The real-world applications help solidify understanding, and the code snippets are ready to use. Highly recommend for anyone looking to master optimization modeling in R—it’s a game-changer!

    Miichelle Rezende

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