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Title:
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AN APPROACH TO LOGIC PROGRAMMING WITH TYPE-1 FUZZY MODELS USING PROLOG |
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Author(s):
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Ossi Nykänen |
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ISBN:
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972-8924-09-7 |
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Editors:
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Nuno Guimarães, Pedro Isaías and Ambrosio Goikoetxea |
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Year:
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2006 |
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Edition:
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Single |
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Keywords:
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Logic Programming, Fuzzy Modelling, Prolog, Approximate Reasoning. |
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Type:
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Full Paper |
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First Page:
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201 |
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Last Page:
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208 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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Fuzzy logic programs provide a basis for both capturing imprecise knowledge and performing approximate reasoning. In this article, we develop and report an approach to logic programming with type-1 fuzzy models, based on the Prolog paradigm. We describe both the syntax and the semantics of type-1 fuzzy logic programs, and briefly demonstrate their relationship with the well-known Mamdani fuzzy inference systems. Besides implementing knowledge-oriented and control-oriented applications with the mainstream Prolog tools, the approach provides a method for aggregating and weighting modules of logic programs, thus establishing a rudimentary way to implement massively distributed fuzzy logic programs with explicit interpretation contexts. |
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