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Notebooks for Operations Research: a practical guide to operations research with Python

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Notebooks for Operations Research: a practical guide to operations research with Python

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dc.contributor.author Fraile Gil, Francisco es_ES
dc.date.accessioned 2025-01-10T08:13:12Z
dc.date.available 2025-01-10T08:13:12Z
dc.date.issued 2024-12-19 es_ES
dc.identifier.isbn 978-84-1396-253-5 es_ES
dc.identifier.uri http://hdl.handle.net/10251/213606
dc.description.abstract 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. es_ES
dc.format.extent 416 es_ES
dc.format.medium Electrónico es_ES
dc.language Inglés es_ES
dc.publisher Editorial Universitat Politècnica de València es_ES
dc.relation.ispartof Colección Manual de referencia es_ES
dc.rights Reconocimiento - No comercial - Compartir igual (by-nc-sa) es_ES
dc.subject INVESTIGACIÓN OPERATIVA es_ES
dc.subject OPERACIÓN LINEAL es_ES
dc.subject OPTIMIZACIÓN es_ES
dc.title Notebooks for Operations Research: a practical guide to operations research with Python es_ES
dc.type Libro es_ES
dc.identifier.doi 10.4995/MR.2024.677801 es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Editorial es_ES
dc.description.bibliographicCitation Fraile Gil, F. (2024). Notebooks for Operations Research: a practical guide to operations research with Python. Editorial Universitat Politècnica de València. https://doi.org/10.4995/MR.2024.677801 es_ES
dc.description.accrualMethod EDITORIAL es_ES
dc.relation.publisherversion https://www.lalibreria.upv.es/portalEd/UpvGEStore/products/p_6778-1-1 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.pasarela EDITORIAL\6778_1_1 es_ES
dc.subject.editorial Economía es_ES
dc.subject.editorial Organización es_ES
dc.subject.editorial Empresa es_ES
dc.description.REAEdUPV Recursos Educativos Abiertos edUPV es_ES


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