Genetic Fuzzy System
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A Genetic Fuzzy System is a Fuzzy System that integrates genetic algorithms.
- See: Genetic Algorithm, Fuzzy System.
References
2017
- (Wikipedia, 2017) ⇒ https://en.wikipedia.org/wiki/Genetic_fuzzy_systems Retrieved:2017-7-16.
- Genetic fuzzy systems are fuzzy systems constructed by using genetic algorithms or genetic programming, which mimic the process of natural evolution, to identify its structure and parameter.
When it comes to automatically identifying and building a fuzzy system, given the high degree of nonlinearity of the output, traditional linear optimization tools have several limitations. Therefore, in the framework of soft computing, genetic algorithms (GAs) and genetic programming (GP) methods have been used successfully to identify structure and parameters of fuzzy systems.
- Genetic fuzzy systems are fuzzy systems constructed by using genetic algorithms or genetic programming, which mimic the process of natural evolution, to identify its structure and parameter.