Generating crisp-type fuzzy models from operating data
Resource
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Journal
The 1998 IEEE International Conference on Fuzzy Systems Proceedings and IEEE World Congress on Computational Intelligence
Pages
-
Date Issued
1998-05
Date
1998-05
Author(s)
DOI
N/A
Abstract
A simple method for generating a multiple-input/single-output crisp-Type fuzzy model from observed data is presented. The crisp-Type fuzzy model is composed of triangular fuzzy partitions for inputs and singletons for the output. An explicit input-output equation of the crisp-Type fuzzy model is supplied. For a set of observed input/output data pairs, the structure and the parameters of a suitable fuzzy model with required accuracy can be determined by a series of algebraic computations. Numerical examples are given to demonstrate the effectiveness of the proposed identification method for modeling static and dynamic data.
Type
journal article
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