Fuzzy THINKING: THE NEW SCIENCE OF FUZZY LOGIC Bart Kosko Flamingo
"INTO every tidy scheme for arranging the pattern of human life, it is necessary to inject a certain dose of anarchism. " This quotation from Bertrand Russell, is certainly appropriate at the beginning of this book on fuzzy logic. If anything, the "anarchism" of fuzzy logic has and continues to subvert the old Aristotelian order which forms the basis of all science and Western thought. And the fact that the author has chosen to quote none else but Russell is more than apt because Russell laid the logical foundations of fuzzy logic in the '20s.
The whole edifice of science is built upon the Aristotelian bivalent logic of a or -a. This logic underlies all of science, mathematics, logic and to a certain extent, Western culture. The world, according to this, is black or white. The problem is that it is evident to anyone that the real world is grey. The truth lies somewhere between the binary zero and one. Multivalence, or the logic of a and -a, discards the binary approach and talks about degrees. This multivalence is at the heart of the fuzziness.
Although multivalence had been investigated by Russell and others in the early decades of this century, it was only in 1965 that the term 'fuzzy sets' was used for the first time by Lofti Zadeh, a professor at the University of California, Berkeley. The academic community by and large ignored the revolutionary approach, but Zadeh persisted with a few other workers and worked out many results in the new scheme of logic.
It was only after several Japanese companies paten- ted many fuzzy products that the academic community sat up and took notice of this new revolution. From camcorders to washing machines, fromkopiers to air conditioners, from healthcare systems to controls for a steel mill, the Japanese sold us $2 billion of fuzzy products in 1991 alone! The ,, subversive logic" was here to stay!
Written by one of the foremost experts in fuzzy logic, this book develops the subject from the ground up. It introduces the basic tenets of bivalence, points out its shortcomings and goes on to discuss in fair amount of detail the basics of fuzzy or multivalent logic. In the view of the author, fuzzy logic is not only good for making better washing machines, but is really a whole new approach to our understanding of complex systems where the fundamental laws of quantum mechanics are probabilistic. The book is extremely reader- friendly, full of anecdotes and many asides, just the spice that makes the philosophical meat tastier.
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