Optimization Modelling Using R - Couverture souple

Anderson, Timothy R.

9781032290768: Optimization Modelling Using R

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ISBN 10 : 1032290765 ISBN 13 : 9781032290768

Editeur : Chapman and Hall/CRC, 2024

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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.

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� propos de l?auteur

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 Systems Engineering from the Georgia Institute of Technology. He leads the Extreme Technology Analytics research group. With over 40 refereed publications, current research interests include analytics, benchmarking, technology forecasting, data mining, and new product development. He is a Sequoyah Fellow of the American Indian Science and Engineering Society. Dr. Anderson is also a past President of Omega Rho, the International Honor Society for Operations Research.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Chapman and Hall/CRC
Date d'�dition: 2024
Langue: anglais
ISBN 10: 1032290765
ISBN 13: 9781032290768
Reliure: Broch�
Nombre de pages: 298
Coordonn�es du fabricant: non disponible
Personne responsable: non disponible

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9780367507893: Optimization Modelling Using R

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ISBN 10 : 0367507897 ISBN 13 : 9780367507893
Editeur : Chapman and Hall/CRC, 2022
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Optimization Modelling Using R

Anderson, Timothy R.

Edit� par Chapman and Hall/CRC, 2024

ISBN 10 : 1032290765 ISBN 13 : 9781032290768

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Optimization Modelling Using R

Anderson, Timothy R.

Edit� par Chapman and Hall/CRC, 2024

ISBN 10 : 1032290765 ISBN 13 : 9781032290768

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Optimization Modelling Using R (Paperback)

Timothy R. Anderson

Edit� par Taylor & Francis Ltd, London, 2024

ISBN 10 : 1032290765 ISBN 13 : 9781032290768

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Paperback. Etat : new. Paperback. 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 authors 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. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N� de r�f. du vendeur 9781032290768

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Optimization Modelling Using R

Anderson, Timothy R.

Edit� par Chapman and Hall/CRC, 2024

ISBN 10 : 1032290765 ISBN 13 : 9781032290768

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Optimization Modelling Using R

Timothy R. Anderson

Edit� par CRC Press, 2024

ISBN 10 : 1032290765 ISBN 13 : 9781032290768

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PAP. Etat : New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N� de r�f. du vendeur L0-9781032290768

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Optimization Modelling Using R

Timothy R. Anderson

Edit� par CRC Press, 2024

ISBN 10 : 1032290765 ISBN 13 : 9781032290768

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PAP. Etat : New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N� de r�f. du vendeur L0-9781032290768

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