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Fuzzy Probabilities
New Approach and Applications
- Editore:
Springer Berlin Heidelberg
- EAN:
9783540250333
- ISBN:
3540250336
- Pagine:
- 180
- Formato:
- Hardback
- Lingua:
- Tedesco
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Descrizione Fuzzy Probabilities
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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