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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语言 英语 ● 格式 PDF ● ISBN 9783642867866 ● 出版者 Physica-Verlag HD ● 发布时间 2012 ● 下载 3 时 ● 货币 EUR ● ID 6335660 ● 复制保护 Adobe DRM
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