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A Simulation Study on Fuzzy Markov Chains
dc.contributor.author | Figueroa García, Juan Carlos | |
dc.contributor.author | Kalenatic, Dusko | |
dc.contributor.author | Lopez Bello, Cesar Amilcar | |
dc.date.accessioned | 7/16/2019 16:34 | |
dc.date.available | 7/16/2019 16:34 | |
dc.date.issued | 2008 | |
dc.identifier.citation | Figueroa García J.C., Kalenatic D., Lopez Bello C.A. (2008) A Simulation Study on Fuzzy Markov Chains. In: Huang DS., Wunsch D.C., Levine D.S., Jo KH. (eds) Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques. ICIC 2008. Communications in Computer and Information Science, vol 15. Springer, Berlin, Heidelberg | es_CO |
dc.identifier.isbn | 978-3-540-85929-1 | |
dc.identifier.issn | 1865-0929 | |
dc.identifier.other | https://link.springer.com/chapter/10.1007%2F978-3-540-85930-7_15#citeas | |
dc.identifier.other | https://link.springer.com/content/pdf/10.1007%2F978-3-540-85930-7.pdf | |
dc.identifier.uri | http://hdl.handle.net/10818/36182 | |
dc.description | 10 páginas | es_CO |
dc.description.abstract | This paper presents a simulation study on Fuzzy Markov chains to identify some characteristics about their behavior, based on matrix analysis. Through experimental evidence it is observed that most of fuzzy Markov chains does not have an ergodic behavior. So, several sizes of Markov chains are simulated and some statistics are collected. Two methods for obtaining the Stationary Distribution of a Markov chain are implemented: The Greatest Eigen Fuzzy Set and the Powers of a Fuzzy Matrix. Some convergence theorems and two new definitions for ergodic fuzzy Markov chains are presented and discussed allowing to view this fuzzy stochastic process with more clarity. | en |
dc.format | application/pdf | es_CO |
dc.language.iso | eng | es_CO |
dc.publisher | International Conference on Intelligent Computing | es_CO |
dc.relation.ispartofseries | International Conference on Intelligent Computing pp 109-117, 2008 | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.source | Universidad de La Sabana | es_CO |
dc.source | Intellectum Repositorio Universidad de La Sabana | es_CO |
dc.subject | Markov Chain | en |
dc.subject | Stationary Distribution | en |
dc.subject | Fuzzy Relation | en |
dc.subject | Fuzzy Random Variable | en |
dc.subject | Fuzzy Matrix | en |
dc.title | A Simulation Study on Fuzzy Markov Chains | en |
dc.type | journal article | es_CO |
dc.type.hasVersion | publishedVersion | es_CO |
dc.rights.accessRights | openAccess | es_CO |
dc.identifier.doi | 10.1007/978-3-540-85930-7_15 |
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