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Evolució dels algorismes MCMC i la seva implementació en programació probabilı́stica

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dc.contributor Vitrià i Marca, Jordi
dc.creator Rosich Solé, Cristina
dc.date 2019-01-22T09:48:02Z
dc.date 2019-01-22T09:48:02Z
dc.date 2018-06-27
dc.date.accessioned 2024-12-16T10:27:13Z
dc.date.available 2024-12-16T10:27:13Z
dc.identifier http://hdl.handle.net/2445/127502
dc.identifier.uri http://fima-docencia.ub.edu:8080/xmlui/handle/123456789/22090
dc.description Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2018, Director: Jordi Vitrià i Marca
dc.description [en] The first goal of this paper is to explain how the Markov Chain Monte Carlo algorithms were born and follow their evolution throughout the 20th century to the present day. Firstly, we are going to discuss different types of MCMC algorithms and explain how they were created, and secondly, we are going to introduce the large amount of different applications they have. The other main goal is analyze their implementation in the field of programming, which has resulted in the creation of several probabilistic programming languages, and use them in a real case in which we are going to examine the client flow of a certain company.
dc.format 57 p.
dc.format application/pdf
dc.language cat
dc.rights cc-by-nc-nd (c) Cristina Rosich Solé, 2018
dc.rights http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights info:eu-repo/semantics/openAccess
dc.source Treballs Finals de Grau (TFG) - Matemàtiques
dc.subject Algorismes computacionals
dc.subject Llenguatges de programació
dc.subject Processos de Markov
dc.subject Mètode de Montecarlo
dc.subject Empreses familiars
dc.subject Treballs de fi de grau
dc.subject Computer algorithms
dc.subject Programming languages (Electronic computers)
dc.subject Markov processes
dc.subject Monte Carlo method
dc.subject Family-owned business enterprises
dc.subject Bachelor's theses
dc.title Evolució dels algorismes MCMC i la seva implementació en programació probabilı́stica
dc.type info:eu-repo/semantics/bachelorThesis


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