DocumentCode :
974729
Title :
Computing with Words: Zadeh, Turing, Popper and Occam
Author :
Mendel, Jerry M.
Author_Institution :
Southern California Univ., Los Angeles
Volume :
2
Issue :
4
fYear :
2007
Firstpage :
10
Lastpage :
17
Abstract :
In this article, after explaining Zadeh´s computing with words (CWW) paradigm, I argue that for this paradigm to be embraced, it must be validated using a Turinglike test, use a scientifically correct fuzzy set model for words, namely interval type-2 fuzzy sets (IT2 FSs), and be simple, meaning that fuzzy set operations should be as simple as possible. These conclusions are drawn using the ideas of Turing, Popper and Occam. Short descriptions are provided for a Perceptual Computer (Per-C), which is an architecture for CWW for making subjective judgments, IT2 FSs, IT2 FS models for words, and why an IT2 FS model captures first-order uncertainties about a word. Short biographies of Zadeh, Turing, Popper and Occam are also provided.
Keywords :
fuzzy set theory; Occam; Turing-like test; Zadeh computing; fuzzy set operations; perceptual computer; Application software; Artificial intelligence; Books; Engines; Frequency selective surfaces; Fuzzy logic; Fuzzy sets; Humans; Machine intelligence; Testing;
fLanguage :
English
Journal_Title :
Computational Intelligence Magazine, IEEE
Publisher :
ieee
ISSN :
1556-603X
Type :
jour
DOI :
10.1109/MCI.2007.9066897
Filename :
4383064
Link To Document :
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