Verfasst von:	Knight, Vincent [VerfasserIn]
	Palmer, Geraint [VerfasserIn]
Titel:	Applied mathematics with open-source software
Titelzusatz:	operational research problems with Python and R
Verf.angabe:	Vincent Knight (Cardiff University, United Kingdom), Geraint Palmer (Cardiff University, United Kingdom)
Ausgabe:	First edition
Verlagsort:	Boca Raton ; London ; New York
Verlag:	CRC Press, Taylor & Francis Group
Jahr:	2022
Umfang:	ix, 142 Seiten
Illustrationen:	Illustrationen, Diagramme
Gesamttitel/Reihe:	Chapman & Hall/CRC series in operations research
Fussnoten:	Literaturverzeichnis: Seite 135-140 und Index
ISBN:	978-0-367-34868-7
	978-0-367-33998-2
Abstract:	"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. 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"--
DOI:	doi:10.1201/9780429328534
URL:	Inhaltsverzeichnis: https://www.gbv.de/dms/tib-ub-hannover/1789123100.pdf
	DOI: https://doi.org/10.1201/9780429328534
Schlagwörter:	(s)Stochastisches Modell    / (s)Dynamisches System    / (s)Emergenz    / (s)Spieltheorie    / (s)Optimierung    / (s)Python <Programmiersprache>    / (s)R <Programm>
Sprache:	eng
Bibliogr. Hinweis:	Erscheint auch als : Online-Ausgabe: Knight, Vincent: Applied mathematics with open-source software. - First edition. - Boca Raton : CRC Press, Taylor & Francis Group, 2022. - 1 Online-Ressource (ix, 142 Seiten)
	Erscheint auch als : Online-Ausgabe: Knight, Vincent: Applied mathematics with open-source software. - First edition. - Boca Raton : CRC Press, Taylor & Francis Group, 2022. - 1 Online-Ressource (ix, 142 Seiten)
RVK-Notation:	ST 601
K10plus-PPN:	1789123100