This paper provides a definition of a new fuzzy distribution function, which is further classified by some of its properties. We build a database to provide the information about the fuzzy distribution functions. Some examples illustrate the method for testing whether two fuzzy samples have been drawn from the same distribution function. The results show that it is useful to classify the fuzzy numbers into different groups based on properties in the database.
International Journal of Innovative Management, Information & Production, 2(2), 1-7