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A Simulation Study on Fuzzy Markov Chains

dc.contributor.authorFigueroa García, Juan Carlos
dc.contributor.authorKalenatic, Dusko
dc.contributor.authorLopez Bello, Cesar Amilcar
dc.date.accessioned7/16/2019 16:34
dc.date.available7/16/2019 16:34
dc.date.issued2008
dc.identifier.citationFigueroa 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, Heidelberges_CO
dc.identifier.isbn978-3-540-85929-1
dc.identifier.issn1865-0929
dc.identifier.otherhttps://link.springer.com/chapter/10.1007%2F978-3-540-85930-7_15#citeas
dc.identifier.otherhttps://link.springer.com/content/pdf/10.1007%2F978-3-540-85930-7.pdf
dc.identifier.urihttp://hdl.handle.net/10818/36182
dc.description10 páginases_CO
dc.description.abstractThis 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.formatapplication/pdfes_CO
dc.language.isoenges_CO
dc.publisherInternational Conference on Intelligent Computinges_CO
dc.relation.ispartofseriesInternational Conference on Intelligent Computing pp 109-117, 2008
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.sourceUniversidad de La Sabanaes_CO
dc.sourceIntellectum Repositorio Universidad de La Sabanaes_CO
dc.subjectMarkov Chainen
dc.subjectStationary Distributionen
dc.subjectFuzzy Relationen
dc.subjectFuzzy Random Variableen
dc.subjectFuzzy Matrixen
dc.titleA Simulation Study on Fuzzy Markov Chainsen
dc.typejournal articlees_CO
dc.type.hasVersionpublishedVersiones_CO
dc.rights.accessRightsopenAccesses_CO
dc.identifier.doi10.1007/978-3-540-85930-7_15


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