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2006

Constraint-Based Fuzzy Models for an Environment with Heterogeneous Information-Granules

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Constraint-Based Fuzzy Models for an Environment with Heterogeneous Information-Granules
:- A novel constraint-based fuzzy modeling approach is proposed. Features of the proposed model are enumerated as below. 1)The knowledge base of a constraint-based fuzzy model can incorporate information with various types of fuzzy predicates. Under this perspective, rule-based fuzzy models can be recognized as a special case of the proposed fuzzy models. 2) A corresponding inference mechanism for the proposed model can deal with heterogeneous information granules. 3) Both numerical and linguistic inputs can be accepted for predicting new outputs. Key-Words:- Computing with words; Constraint-based problem solving; Fuzzy modeling; Granular computing; Information granulation.
K. Robert Lai, Yi-Yuan Chiang
Added 13 Dec 2010
Updated 13 Dec 2010
Type Journal
Year 2006
Where JCST
Authors K. Robert Lai, Yi-Yuan Chiang
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