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

Buch 29 von 183: Studies in Fuzziness and Soft Computing

Buckley, James J.

 
9783540250333: Fuzzy Probabilities: New Approach and Applications (Studies in Fuzziness and Soft Computing, 115, Band 115)
Hardcover
ISBN 10: 3540250336 ISBN 13: 9783540250333
Verlag: Springer, 2005

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
2005
Sprache
Englisch
ISBN 10 
3540250336
ISBN 13 
9783540250333
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
179
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Darmstadt
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Deutschland

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