Fuzzy Set - Definition

Definition

A fuzzy set is a pair where is a set and

For each the value is called the grade of membership of in For a finite set the fuzzy set is often denoted by

Let Then is called not included in the fuzzy set if is called fully included if and is called a fuzzy member if The set is called the support of and the set is called its kernel. The function is called the membership function of the fuzzy set

Sometimes, more general variants of the notion of fuzzy set are used, with membership functions taking values in a (fixed or variable) algebra or structure of a given kind; usually it is required that be at least a poset or lattice. These are usually called L-fuzzy sets, to distinguish them from those valued over the unit interval. The usual membership functions with values in are then called -valued membership functions. These kinds of generalizations were first considered in 1967 by Joseph Goguen, who was a student of Zadeh.

Read more about this topic:  Fuzzy Set

Famous quotes containing the word definition:

    ... if, as women, we accept a philosophy of history that asserts that women are by definition assimilated into the male universal, that we can understand our past through a male lens—if we are unaware that women even have a history—we live our lives similarly unanchored, drifting in response to a veering wind of myth and bias.
    Adrienne Rich (b. 1929)

    The very definition of the real becomes: that of which it is possible to give an equivalent reproduction.... The real is not only what can be reproduced, but that which is always already reproduced. The hyperreal.
    Jean Baudrillard (b. 1929)

    One definition of man is “an intelligence served by organs.”
    Ralph Waldo Emerson (1803–1882)