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Membership function (mathematics)
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Membership function (mathematics) : ウィキペディア英語版
Membership function (mathematics)
The membership function of a fuzzy set is a generalization of the indicator function in classical sets. In fuzzy logic, it represents the degree of truth as an extension of valuation. Degrees of truth are often confused with probabilities, although they are conceptually distinct, because fuzzy truth represents membership in vaguely defined sets, not likelihood of some event or condition. Membership functions were introduced by Zadeh in the first paper on fuzzy sets (1965). Zadeh, in his theory of fuzzy sets, proposed using a membership function (with a range covering the interval (0,1)) operating on the domain of all possible values.
== Definition ==

For any set X, a membership function on X is any function from X to the real unit interval ().
Membership functions on X represent fuzzy subsets of X. The membership function which represents a fuzzy set \tilde A is usually denoted by \mu_A. For an element x of X, the value \mu_A(x) is called the ''membership degree'' of x in the fuzzy set \tilde A. The membership degree \mu_(x) quantifies the grade of membership of the element x to the fuzzy set \tilde A. The value 0 means that x is not a member of the fuzzy set; the value 1 means that x is fully a member of the fuzzy set. The values between 0 and 1 characterize fuzzy members, which belong to the fuzzy set only partially.
File:Fuzzy crisp.svg

Membership function of a fuzzy set

Sometimes,〔First in Goguen (1967).〕 a more general definition is used, where membership functions take values in an arbitrary fixed algebra or structure L; usually it is required that L be at least a poset or lattice. The usual membership functions with values in () are then called ()-valued membership functions.


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