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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| Formato: | Capítulo de libro (Book Chapter) |
| Lenguaje: | Inglés (English) |
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Association for Computing Machinery
2006
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| Materias: | |
| Acceso en línea: | https://repository.urosario.edu.co/handle/10336/28498 https://doi.org/10.1145/1190366.1190370 |
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ir-10336-28498 |
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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 |