{"product_id":"9783642421334","title":"Studies in Fuzziness and Soft Computing: New Approach and Applications","description":"\u003ch1\u003eStudies in Fuzziness and Soft Computing: New Approach and Applications\u003c\/h1\u003e \u003ch2\u003eBuckley, James J.\u003c\/h2\u003e \u003cp\u003eIn 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2014-11-23\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783642421334\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/3-540-32388-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 168\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":46915163226252,"sku":"9783642421334","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783642421334.jpg?v=1774491446","url":"https:\/\/lateknightbooks.com\/products\/9783642421334","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}