Fuzzy Markov chains: uncertain probabilities
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We consider finite Markov chains where there are
uncertainties in some of the transition probabilities. These
uncertainties are modeled by fuzzy numbers. Using a restricted
fuzzy matrix multiplication we investigate the properties of
regular, and absorbing, fuzzy Markov chains and show that the
basic properties of these classical Markov chains generalize to
fuzzy Markov chains.
uncertainties in some of the transition probabilities. These
uncertainties are modeled by fuzzy numbers. Using a restricted
fuzzy matrix multiplication we investigate the properties of
regular, and absorbing, fuzzy Markov chains and show that the
basic properties of these classical Markov chains generalize to
fuzzy Markov chains.
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Buckley, James J.; Eslami, Esfandiar. «Fuzzy Markov chains: uncertain probabilities». Mathware & soft computing, 2002, vol.VOL 9, núm. 1, http://raco.cat/index.php/Mathware/article/view/84854.