Genetic Fuzzy Systems - Genetic Programming For Fuzzy System Identification

Genetic Programming For Fuzzy System Identification

While genetic algorithms are very powerful tools to identify the fuzzy membership functions of a pre-defined rule base, they have their limitation especially when it also comes to identify the input and output variables of a fuzzy system from a given set of data. Genetic programming has been used to identify the input variables, the rule base as well as the involved membership functions of a fuzzy model (Bastian, 2000)

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