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Fuzzy Probabilities: New Approach and Applications (Studies in Fuzziness and Soft Computing, Band 115) - Softcover

Buch 29 von 183: Studies in Fuzziness and Soft Computing

Buckley, James J.

 
9783642421334: Fuzzy Probabilities: New Approach and Applications (Studies in Fuzziness and Soft Computing, Band 115)
Softcover
ISBN 10: 3642421334 ISBN 13: 9783642421334
Verlag: Springer, 2014

Inhaltsangabe

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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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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Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3642421334
ISBN 13 
9783642421334
Einband
Taschenbuch
Anzahl der Seiten
184
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