jPhase: An object-oriented tool for modeling phase-type distributions

Phase-Type distributions are a powerful tool in stochastic modeling of real systems. In this paper, we describe an object-oriented tool used to represent and manipulate these distributions as computational objects. It allows the computation of multiple closure properties that can be used when modeli...

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Autores:
Tipo de recurso:
Fecha de publicación:
2006
Institución:
Universidad del Rosario
Repositorio:
Repositorio EdocUR - U. Rosario
Idioma:
eng
OAI Identifier:
oai:repository.urosario.edu.co:10336/28498
Acceso en línea:
https://doi.org/10.1145/1190366.1190370
https://repository.urosario.edu.co/handle/10336/28498
Palabra clave:
Computing methodologies
Modeling and simulation
Model development and analysis
Mathematics of computing
Probability and statistics
Probabilistic representations
Markov networks
Stochastic processes
Markov processes
Rights
License
Restringido (Acceso a grupos específicos)
id EDOCUR2_b8f0e4ac31d315e535b194545c8d4517
oai_identifier_str oai:repository.urosario.edu.co:10336/28498
network_acronym_str EDOCUR2
network_name_str Repositorio EdocUR - U. Rosario
repository_id_str
spelling 80035202600bd648f24-b9e1-4cc5-b60b-d73ad1900af82020-08-28T15:49:14Z2020-08-28T15:49:14Z2006-10Phase-Type distributions are a powerful tool in stochastic modeling of real systems. In this paper, we describe an object-oriented tool used to represent and manipulate these distributions as computational objects. It allows the computation of multiple closure properties that can be used when modeling large systems with multiple interactions. The tool also includes procedures for fitting the parameter of a distribution from a data set and capabilities for generating random numbers from a specified distribution. This framework is built in a flexible and expandable way, and, therefore, it is not limited to the algorithms provided.application/pdfhttps://doi.org/10.1145/1190366.1190370ISBN: 978-1-59593-506-9https://repository.urosario.edu.co/handle/10336/28498engAssociation for Computing MachinerySMCtools `06: Proceeding from the 2006 workshop on Tools for solving structured Markov chains;International Conference Proceeding Series (ICPS)SMCtools '06: Proceeding from the 2006 workshop on Tools for solving structured Markov chainsInternational Conference Proceeding Series (ICPS), ISBN: 978-1-59593-506-9 (October 2006); 10 pp.https://dl.acm.org/doi/abs/10.1145/1190366.1190370Restringido (Acceso a grupos específicos)http://purl.org/coar/access_right/c_16ecSMCtools '06: Proceeding from the 2006 workshop on Tools for solving structured Markov chainsInternational Conference Proceeding Series (ICPS)instname:Universidad del Rosarioreponame:Repositorio Institucional EdocURComputing methodologiesModeling and simulationModel development and analysisMathematics of computingProbability and statisticsProbabilistic representationsMarkov networksStochastic processesMarkov processesjPhase: An object-oriented tool for modeling phase-type distributionsjPhase: una herramienta orientada a objetos para modelar distribuciones de tipo de fasebookPartParte de librohttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_3248Pérez, Juan F.Riaño, Germán10336/28498oai:repository.urosario.edu.co:10336/284982021-09-23 12:39:44.548https://repository.urosario.edu.coRepositorio institucional EdocURedocur@urosario.edu.co
dc.title.spa.fl_str_mv jPhase: An object-oriented tool for modeling phase-type distributions
dc.title.TranslatedTitle.spa.fl_str_mv jPhase: una herramienta orientada a objetos para modelar distribuciones de tipo de fase
title jPhase: An object-oriented tool for modeling phase-type distributions
spellingShingle jPhase: An object-oriented tool for modeling phase-type distributions
Computing methodologies
Modeling and simulation
Model development and analysis
Mathematics of computing
Probability and statistics
Probabilistic representations
Markov networks
Stochastic processes
Markov processes
title_short jPhase: An object-oriented tool for modeling phase-type distributions
title_full jPhase: An object-oriented tool for modeling phase-type distributions
title_fullStr jPhase: An object-oriented tool for modeling phase-type distributions
title_full_unstemmed jPhase: An object-oriented tool for modeling phase-type distributions
title_sort jPhase: An object-oriented tool for modeling phase-type distributions
dc.subject.keyword.spa.fl_str_mv Computing methodologies
Modeling and simulation
Model development and analysis
Mathematics of computing
Probability and statistics
Probabilistic representations
Markov networks
Stochastic processes
Markov processes
topic Computing methodologies
Modeling and simulation
Model development and analysis
Mathematics of computing
Probability and statistics
Probabilistic representations
Markov networks
Stochastic processes
Markov processes
description Phase-Type distributions are a powerful tool in stochastic modeling of real systems. In this paper, we describe an object-oriented tool used to represent and manipulate these distributions as computational objects. It allows the computation of multiple closure properties that can be used when modeling large systems with multiple interactions. The tool also includes procedures for fitting the parameter of a distribution from a data set and capabilities for generating random numbers from a specified distribution. This framework is built in a flexible and expandable way, and, therefore, it is not limited to the algorithms provided.
publishDate 2006
dc.date.created.spa.fl_str_mv 2006-10
dc.date.accessioned.none.fl_str_mv 2020-08-28T15:49:14Z
dc.date.available.none.fl_str_mv 2020-08-28T15:49:14Z
dc.type.eng.fl_str_mv bookPart
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_3248
dc.type.spa.spa.fl_str_mv Parte de libro
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1145/1190366.1190370
dc.identifier.issn.none.fl_str_mv ISBN: 978-1-59593-506-9
dc.identifier.uri.none.fl_str_mv https://repository.urosario.edu.co/handle/10336/28498
url https://doi.org/10.1145/1190366.1190370
https://repository.urosario.edu.co/handle/10336/28498
identifier_str_mv ISBN: 978-1-59593-506-9
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.citationTitle.none.fl_str_mv SMCtools `06: Proceeding from the 2006 workshop on Tools for solving structured Markov chains;International Conference Proceeding Series (ICPS)
dc.relation.ispartof.spa.fl_str_mv SMCtools '06: Proceeding from the 2006 workshop on Tools for solving structured Markov chains
International Conference Proceeding Series (ICPS), ISBN: 978-1-59593-506-9 (October 2006); 10 pp.
dc.relation.uri.spa.fl_str_mv https://dl.acm.org/doi/abs/10.1145/1190366.1190370
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_16ec
dc.rights.acceso.spa.fl_str_mv Restringido (Acceso a grupos específicos)
rights_invalid_str_mv Restringido (Acceso a grupos específicos)
http://purl.org/coar/access_right/c_16ec
dc.format.mimetype.none.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Association for Computing Machinery
dc.source.spa.fl_str_mv SMCtools '06: Proceeding from the 2006 workshop on Tools for solving structured Markov chains
International Conference Proceeding Series (ICPS)
institution Universidad del Rosario
dc.source.instname.none.fl_str_mv instname:Universidad del Rosario
dc.source.reponame.none.fl_str_mv reponame:Repositorio Institucional EdocUR
repository.name.fl_str_mv Repositorio institucional EdocUR
repository.mail.fl_str_mv edocur@urosario.edu.co
_version_ 1814167584286703616

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