Notebooks for Operations Research: a practical guide to operations research with Python
Notebooks for Operations Research is a practical guide that uses Python and Jupyter Notebooks to teach the principles and applications of operations research. Designed for both beginning students and professionals, the text connects theory and practice through interactive tutorials, solved exercises...
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| Hovedforfatter: | |
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| Format: | Online |
| Sprog: | engelsk |
| Udgivet: |
Universitat Politècnica de València Editorial
2024
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| Fag: | |
| Online adgang: | https://directory.doabooks.org/handle/20.500.12854/148590 |
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| _version_ | 1869519648688439296 |
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| author | Fraile Gil, Francisco |
| author_browse | Fraile Gil, Francisco |
| author_facet | Fraile Gil, Francisco |
| author_sort | Fraile Gil, Francisco |
| collection | Directory of Open Access Books |
| description | Notebooks for Operations Research is a practical guide that uses Python and Jupyter Notebooks to teach the principles and applications of operations research. Designed for both beginning students and professionals, the text connects theory and practice through interactive tutorials, solved exercises, and the use of Python libraries to solve problems with a hands-on approach. Chapters cover topics such as linear programming, combinatorial optimisation, non-linear programming, decision and game theory, simulation and Markov chains. Each section integrates mathematical concepts with real-world applications, demonstrating how to solve optimisation and decision-making problems in complex contexts, especially in supply chain management. In addition, the book highlights the relationship between operations research and artificial intelligence, focusing on mathematical reasoning and optimisation techniques, and provides an introduction to machine learning. It is an interactive book in the sense that all content is available in an interactive online environment that allows experimentation with the code. It provides fundamentals, tools and open source resources for those seeking to master operations research in a practical and modern approach. |
| format | Online |
| id | doab-20.500.12854ir-148590 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | Universitat Politècnica de València Editorial |
| publisherStr | Universitat Politècnica de València Editorial |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1485902024-12-27T11:17:22Z Notebooks for Operations Research: a practical guide to operations research with Python Fraile Gil, Francisco thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management Notebooks for Operations Research is a practical guide that uses Python and Jupyter Notebooks to teach the principles and applications of operations research. Designed for both beginning students and professionals, the text connects theory and practice through interactive tutorials, solved exercises, and the use of Python libraries to solve problems with a hands-on approach. Chapters cover topics such as linear programming, combinatorial optimisation, non-linear programming, decision and game theory, simulation and Markov chains. Each section integrates mathematical concepts with real-world applications, demonstrating how to solve optimisation and decision-making problems in complex contexts, especially in supply chain management. In addition, the book highlights the relationship between operations research and artificial intelligence, focusing on mathematical reasoning and optimisation techniques, and provides an introduction to machine learning. It is an interactive book in the sense that all content is available in an interactive online environment that allows experimentation with the code. It provides fundamentals, tools and open source resources for those seeking to master operations research in a practical and modern approach. Published 2024-12-27T11:17:20Z 2024-12-27T11:17:20Z 2024-12-19 book https://directory.doabooks.org/handle/20.500.12854/148590 eng Manual de referencia image/jpeg Attribution-NonCommercial-ShareAlike 4.0 International https://www.lalibreria.upv.es/portalEd/UpvGEStore/products/p_6778-1-1 Universitat Politècnica de València Editorial 10.499/MR.2024.677801 10.499/MR.2024.677801 861eebc3-31b6-45e6-9620-b43b8619ddd4 416 Valencia open access |
| spellingShingle | thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management Fraile Gil, Francisco Notebooks for Operations Research: a practical guide to operations research with Python |
| title | Notebooks for Operations Research: a practical guide to operations research with Python |
| title_full | Notebooks for Operations Research: a practical guide to operations research with Python |
| title_fullStr | Notebooks for Operations Research: a practical guide to operations research with Python |
| title_full_unstemmed | Notebooks for Operations Research: a practical guide to operations research with Python |
| title_short | Notebooks for Operations Research: a practical guide to operations research with Python |
| title_sort | notebooks for operations research a practical guide to operations research with python |
| topic | thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management |
| topic_facet | thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management |
| url | https://directory.doabooks.org/handle/20.500.12854/148590 |
| work_keys_str_mv | AT frailegilfrancisco notebooksforoperationsresearchapracticalguidetooperationsresearchwithpython |