Construction of fuzzy systems using least-squares method and genetic algorithm. (Q1398936)
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scientific article; zbMATH DE number 1961827
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Construction of fuzzy systems using least-squares method and genetic algorithm. |
scientific article; zbMATH DE number 1961827 |
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Construction of fuzzy systems using least-squares method and genetic algorithm. (English)
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7 August 2003
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The authors design neural network based methods to determine, by learning from data, the implementation of a fuzzy controller of Sugeno-Takagi-type with a predetermined number of rules, number of input variables, and Gaussian shape for the fuzzy input values. The effectiveness of the proposed methods is explained via examples.
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fuzzy control
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learning from data
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neural network applications
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