The paradoxical success of fuzzy logic

Show simple item record Elkan, Charles 2009-06-17T19:11:52Z 2009-06-17T19:11:52Z 1994-08
dc.identifier.citation IEEE Expert, 1993, 698 - 703 en_US
dc.description 1993 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. en_US
dc.description.abstract Applications of fuzzy logic in heuristic control have been highly successful, but which aspects of fuzzy logic are essential to its practical usefulness? This paper shows that an apparently reasonable version of fuzzy logic collapses mathematically to two-valued logic. Moreover, there are few if any published reports of expert systems in real-world use that reason about uncertainty using fuzzy logic. It appears that the limitations of fuzzy logic have not been detrimental in control applications because current fuzzy controllers are far simpler than other knowledge-based systems. In the future, the technical limitations of fuzzy logic can be expected to become important in practice, and work on fuzzy controllers will also encounter several problems of scale already known for other knowledge-based systems. 1 Introduction Fuzzy logic methods have been used successfully in many real-world applications, but the coherence of the foundations of fuzzy logic remains under attack. en_US
dc.language.iso en_US en_US
dc.publisher IEEE Expert en_US
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dc.title The paradoxical success of fuzzy logic en_US
dc.type Article en_US

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