Published January 1, 2008
| Version v1
Conference paper
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A Comparison of Fuzzy Methods for Modeling
- 1. Bogazici Univ, Dept Elect & Elect Engn, Mechatron Lab, TR-34342 Istanbul, Turkey
- 2. Mexian Petr Inst, Res Program Appl Math & Comp, Mexico City, DF, Mexico
Description
The paper has the goal of comparing the performance of four different approaches to fuzzy modeling, using parameterized conjunctions, a novel concept named Constrained Fuzzy Sets (CFSs), CFSs with parameterized conjunctions, and unnormalized interval type-2 Takagi Sugeno Kang (IT2 TSK). The theoretical and mathematical backgrounds of the four approaches are briefly described and their performances are compared in approximating a nonlinear function.
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