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Fuzzy Probabilities

Fuzzy Probabilities

James J. Buckley

48,37 €
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Editorial:
Springer Nature B.V.
Año de edición:
2012
Materia
Inteligencia artificial
ISBN:
9783642867873
48,37 €
IVA incluido
Disponible

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Sobre IBD

In probability and statistics we often have to estimate probabilities and parameters in probability distributions using a random sample. Instead of using a point estimate calculated from the data we propose using fuzzy numbers which are constructed from a set of confidence intervals. In probability calculations we apply constrained fuzzy arithmetic because probabilities must add to one. Fuzzy random variables have fuzzy distributions. A fuzzy normal random variable has the normal distribution with fuzzy number mean and variance. Applications are to queuing theory, Markov chains, inventory control, decision theory and reliability theory.

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