finelybook
Exploring Operations Research with R (Chapman & Hall/CRC Series in Operations Research)
by 作者: Jim Duggan (Author)
Publisher Finelybook 出版社: Chapman and Hall/CRC
Edition 版本: 1st
Publication Date 出版日期: 2024-05-21
Language 语言: English
pages 页数: : 375 pages
ISBN-10 书号: 1032277548
ISBN-13 书号: 9781032277547
Book Description
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
About the Author
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.
