UID:
almahu_9949385600302882
Umfang:
1 online resource (1 volume) :
,
illustrations (black and white)
ISBN:
9780429328534
,
0429328532
,
1000582051
,
9781000582109
,
1000582108
,
9781000582055
Serie:
Chapman & Hall/CRC series in operations research
Inhalt:
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. Features An 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.
Weitere Ausg.:
Print version: Knight, Vincent (Vincent A.). Applied mathematics with open-source software. Boca Raton : Chapman & Hall/CRC, 2022 ISBN 9780367348687
Sprache:
Englisch
Schlagwort(e):
Electronic books.
DOI:
10.1201/9780429328534
URL:
https://www.taylorfrancis.com/books/9780429328534
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