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...

Descripción completa

Detalles Bibliográficos
Autores Principales: Pérez, Juan F., Riaño, Germán
Formato: Capítulo de libro (Book Chapter)
Lenguaje:Inglés (English)
Publicado: Association for Computing Machinery 2006
Materias:
Acceso en línea:https://repository.urosario.edu.co/handle/10336/28498
https://doi.org/10.1145/1190366.1190370
id ir-10336-28498
recordtype dspace
spelling ir-10336-284982020-08-28T15:49:14Z jPhase: An object-oriented tool for modeling phase-type distributions jPhase: una herramienta orientada a objetos para modelar distribuciones de tipo de fase Pérez, Juan F. Riaño, Germán Computing methodologies Modeling and simulation Model development and analysis Mathematics of computing Probability and statistics Probabilistic representations Markov networks Stochastic processes Markov processes 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. 2006-10 2020-08-28T15:49:14Z info:eu-repo/semantics/bookPart info:eu-repo/semantics/publishedVersion ISBN: 978-1-59593-506-9 https://repository.urosario.edu.co/handle/10336/28498 https://doi.org/10.1145/1190366.1190370 eng info:eu-repo/semantics/restrictedAccess application/pdf Association for Computing Machinery SMCtools '06: Proceeding from the 2006 workshop on Tools for solving structured Markov chains International Conference Proceeding Series (ICPS)
institution EdocUR - Universidad del Rosario
collection DSpace
language Inglés (English)
topic Computing methodologies
Modeling and simulation
Model development and analysis
Mathematics of computing
Probability and statistics
Probabilistic representations
Markov networks
Stochastic processes
Markov processes
spellingShingle Computing methodologies
Modeling and simulation
Model development and analysis
Mathematics of computing
Probability and statistics
Probabilistic representations
Markov networks
Stochastic processes
Markov processes
Pérez, Juan F.
Riaño, Germán
jPhase: An object-oriented tool for modeling phase-type distributions
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.
format Capítulo de libro (Book Chapter)
author Pérez, Juan F.
Riaño, Germán
author_facet Pérez, Juan F.
Riaño, Germán
author_sort Pérez, Juan F.
title jPhase: An object-oriented tool for modeling phase-type distributions
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
publisher Association for Computing Machinery
publishDate 2006
url https://repository.urosario.edu.co/handle/10336/28498
https://doi.org/10.1145/1190366.1190370
_version_ 1676708418056880128
score 11,383811