Exploring Operations Research with R (Hardcover)

Jim Duggan

ISBN 10: 1032277548 / ISBN 13: 9781032277547

Editore: Taylor & Francis Ltd, 2024

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Hardcover. Exploring Operations Research with R shows how the R programming language can be a valuable tool and way of thinking which can be successfully applied to the field of operations research (OR). This approach is centred on the idea of the future OR professional as someone who can combine knowledge of key OR techniques (e.g., simulation, linear programming, data science, and network science) with an understanding of R, including tools for data representation, manipulation, and analysis. The core aim of the book is to provide a self-contained introduction to R (both Base R and the tidyverse) and show how this knowledge can be applied to a range of OR challenges in the domains of public health, infectious disease, and energy generation, and thus provide a platform to develop actionable insights to support decision making.FeaturesCan serve as a primary textbook for a comprehensive course in R, with applications in ORSuitable for post-graduate students in OR and data science, with a focus on the computational perspective of OR The text will also be of interest to professional OR practitioners as part of their continuing professional developmentLinked to a Github repository including code, solutions, data sets, and other ancillary material The core aim of the book is to provide a self-contained introduction to R (both Base R and the tidyverse) and show how this knowledge can be applied to a range of OR challenges in the domains of public health, infectious diseases, and energy generation, and so provide a platform to develop actionable insights to support decision making. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

Codice articolo 9781032277547

Dati bibliografici

• Titolo: Exploring Operations Research with R (Hardcover)
• Editore: Taylor & Francis Ltd
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 1032277548
• ISBN 13: 9781032277547
• Rilegatura: Hardcover
• Condizione: new

Descrizione articolo

Riassunto

Exploring Operations Research with R shows how the R programming language can be a valuable tool – and way of thinking – which can be successfully applied to the field of operations research (OR). This approach is centred on the idea of the future OR professional as someone who can combine knowledge of key OR techniques (e.g., simulation, linear programming, data science, and network science) with an understanding of R, including tools for data representation, manipulation, and analysis. The core aim of the book is to provide a self-contained introduction to R (both Base R and the tidyverse) and show how this knowledge can be applied to a range of OR challenges in the domains of public health, infectious disease, and energy generation, and thus provide a platform to develop actionable insights to support decision making.

Features

• Can serve as a primary textbook for a comprehensive course in R, with applications in OR
• Suitable for post-graduate students in OR and data science, with a focus on the computational perspective of OR
• The text will also be of interest to professional OR practitioners as part of their continuing professional development
• Linked to a Github repository including code, solutions, data sets, and other ancillary material

Informazioni sull?autore

Jim Duggan is a Personal Professor in Computer Science at the University of Galway, Ireland. He lectures on R, MATLAB®, and system dynamics, and he is a certified RStudio tidyverse instructor. His research interests are interdisciplinary and focus on the use of simulation and computational methods to support public health policy. You can learn more about his work on R and computation modelling on his GitHub site https://github.com/JimDuggan.