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ISBN 10: 0367507897 ISBN 13: 9780367507893
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Lingua: Inglese
Editore: Chapman And Hall/CRC Jul 2022, 2022
ISBN 10: 0367507897 ISBN 13: 9780367507893
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Aggiungi al carrelloBuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 intoimplementation. Algebraic representation allows for clear understanding and generalizationof 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. 300 pp. Englisch.
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Aggiungi al carrelloGebunden. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Dr. Timothy Anderson is the Department Chair of the Engineering and Technology Management at Portland State University. He earned an Electrical Engineering degree from the University of Minnesota, as well as both M.S. and Ph.D. degrees in Industrial and Sy.
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Aggiungi al carrelloBuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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 intoimplementation. Algebraic representation allows for clear understanding and generalizationof 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.
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Aggiungi al carrelloBuch. Condizione: Neu. Optimization Modelling Using R | Timothy R. Anderson | Buch | Einband - fest (Hardcover) | Englisch | 2022 | Chapman and Hall/CRC | EAN 9780367507893 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.