Fuzzy Probabilities
| Autor: | Buckley, James J. |
|---|---|
| EAN: | 9783642867880 |
| Sachgruppe: | Informatik, EDV |
| Sprache: | Englisch |
| Seitenzahl: | 180 |
| Produktart: | Kartoniert / Broschiert |
| Veröffentlichungsdatum: | 01.06.2012 |
| Untertitel: | New Approach and Applications |
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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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