eBook: Applied Mathematics with Open-Source Software: Operational Research Problems with Python and R (DRM PDF)
 
電子書格式: DRM PDF
作者: Vincent Knight, Geraint Palmer 
系列: Chapman & Hall/CRC Series in Operations Research
分類: Applied mathematics  
書城編號: 24835126


售價: $598.00

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製造商: CRC Press
出版日期: 2022/05/26
頁數: 142
ISBN: 9781000582055
 
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商品簡介
Applied Mathematics with Open-source Software: Operational Research Problems with Python and R is aimed at a broad segment of readers who wish to learn how to use open-source software to solve problems in applied mathematics. The book has an innovative structure with 4 sections of two chapters covering a large range of applied mathematical techniques: probabilistic modelling, dynamical systems, emergent behaviour and optimisation. The pairs of chapters in each section demonstrate different families of solution approaches. Each chapter starts with a problem, gives an overview of the relevant theory, shows a solution approach in R and in Python, and finally gives wider context by including a number of published references. This structure will allow for maximum accessibility, with minimal prerequisites in mathematics or programming as well as giving the right opportunities for a reader wanting to delve deeper into a particular topic.FeaturesAn excellent resource for scholars of applied mathematics and operational research, and indeed any academics who want to learn how to use open-source software.Offers more general and accessible treatment of the subject than other texts, both in terms of programming language but also in terms of the subjects considered.The R and Python sections purposefully mirror each other so that a reader can read only the section that interests them.An accompanying open-source repository with source files and further examples is posted online at https://bit.ly/3kpoKSd.
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