Applied mathematics with open-source software: operational research problems with Python and R
"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...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press Taylor & Francis Group
2022
|
| Schriftenreihe: | Chapman & Hall/CRC Series in Operations Research
|
| Schlagworte: | |
| Zusammenfassung: | "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"-- |
| Beschreibung: | ix, 142 Seiten Diagramme |
| ISBN: | 9780367339982 9780367348687 |
Internformat
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Datensatz im Suchindex
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| author | Knight, Vincent Palmer, Geraint |
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| discipline | Mathematik |
| discipline_str_mv | Mathematik |
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| id | DE-604.BV049043296 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T22:19:39Z |
| indexdate | 2024-07-10T09:53:38Z |
| institution | BVB |
| isbn | 9780367339982 9780367348687 |
| language | English |
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| physical | ix, 142 Seiten Diagramme |
| publishDate | 2022 |
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| spelling | Knight, Vincent Verfasser (DE-588)1135939586 aut Applied mathematics with open-source software operational research problems with Python and R Vincent Knight (Cardiff University, United Kingdom), Geraint Palmer (Cardiff University, United Kingdom) Boca Raton ; London ; New York CRC Press Taylor & Francis Group 2022 ix, 142 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Chapman & Hall/CRC Series in Operations Research "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"-- Operations Research (DE-588)4043586-6 gnd rswk-swf Python Programmiersprache (DE-588)4434275-5 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Angewandte Mathematik (DE-588)4142443-8 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Operations research / Data processing Mathematics / Data processing Python (Computer program language) R (Computer program language) Operations Research (DE-588)4043586-6 s Datenverarbeitung (DE-588)4011152-0 s DE-604 Angewandte Mathematik (DE-588)4142443-8 s Python Programmiersprache (DE-588)4434275-5 s R Programm (DE-588)4705956-4 s Palmer, Geraint Verfasser aut |
| spellingShingle | Knight, Vincent Palmer, Geraint Applied mathematics with open-source software operational research problems with Python and R Operations Research (DE-588)4043586-6 gnd Python Programmiersprache (DE-588)4434275-5 gnd Datenverarbeitung (DE-588)4011152-0 gnd Angewandte Mathematik (DE-588)4142443-8 gnd R Programm (DE-588)4705956-4 gnd |
| subject_GND | (DE-588)4043586-6 (DE-588)4434275-5 (DE-588)4011152-0 (DE-588)4142443-8 (DE-588)4705956-4 |
| title | Applied mathematics with open-source software operational research problems with Python and R |
| title_auth | Applied mathematics with open-source software operational research problems with Python and R |
| title_exact_search | Applied mathematics with open-source software operational research problems with Python and R |
| title_exact_search_txtP | Applied mathematics with open-source software operational research problems with Python and R |
| title_full | Applied mathematics with open-source software operational research problems with Python and R Vincent Knight (Cardiff University, United Kingdom), Geraint Palmer (Cardiff University, United Kingdom) |
| title_fullStr | Applied mathematics with open-source software operational research problems with Python and R Vincent Knight (Cardiff University, United Kingdom), Geraint Palmer (Cardiff University, United Kingdom) |
| title_full_unstemmed | Applied mathematics with open-source software operational research problems with Python and R Vincent Knight (Cardiff University, United Kingdom), Geraint Palmer (Cardiff University, United Kingdom) |
| title_short | Applied mathematics with open-source software |
| title_sort | applied mathematics with open source software operational research problems with python and r |
| title_sub | operational research problems with Python and R |
| topic | Operations Research (DE-588)4043586-6 gnd Python Programmiersprache (DE-588)4434275-5 gnd Datenverarbeitung (DE-588)4011152-0 gnd Angewandte Mathematik (DE-588)4142443-8 gnd R Programm (DE-588)4705956-4 gnd |
| topic_facet | Operations Research Python Programmiersprache Datenverarbeitung Angewandte Mathematik R Programm |
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