The modern origin of fuzzy sets, fuzzy algebra, fuzzy decision making,
and "computing with words" is conventionally traced to Lotfi Zadeh's
publication in 1965 of his path-breaking refutation of binary set
theory. In a sixteen-page article, modestly titled "Fuzzy Sets" and
published in the journal Information and Control, Zadeh launched a
multi-disciplinary revolution. The start was relatively slow, but
momentum gathered quickly. From 1970 to 1979 there were about 500
journal publications with the word fuzzy in the title; from 2000 to 2009
there were more than 35,000. At present, citations to Zadeh's
publications are running at a rate of about 1,500-2,000 per year, and
this rate continues to rise. Almost all applications of Zadeh's ideas
have been in highly technical scientific fields, not in the social
sciences. Zadeh was surprised by this development. In a personal note he
states: "When I wrote my l965 paper, I expected that fuzzy set theory
would be applied primarily in the realm of human sciences. Contrary to
my expectation, fuzzy set theory and fuzzy logic are applied in the main
in physical and engineering sciences." In fact, the first comprehensive
examination of fuzzy sets by a social scientist did not appear until
1987, a full twenty-two years after the publication of Zadeh's seminal
article, when Michael Smithson, an Australian psychologist, published
Fuzzy Set Analysis for Behavioral and Social Sciences.