Evolutionary Design of Fuzzy Logic Controllers

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@InProceedings{cotta:1996:edflc,

• author = "Carlos Cotta and E. Alba and J. M. Troya",
• title = "Evolutionary Design of Fuzzy Logic Controllers",
• booktitle = "Proceedings of the 1996 IEEE International Symposium on Intelligent Control",
• year = "1996",
• pages = "127--132",
• address = "Dearborn MI, USA",
• month = "15-18 Septmeber",
• publisher = "IEEE Control Systems Society",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://www.lcc.uma.es/~ccottap/papers/isic96flc.pdf",
• size = "6 pages",
• abstract = "An evolutionary approach to fuzzy logic controller design is presented in this paper. We propose the use of a class of genetic algorithms to produce suboptimal fuzzy rule-bases (internally represented as constrained syntactic trees). This model has been applied to the cart centering problem. The obtained results show that a good parameterisation of the algorithm and an appropriate evaluation function lead to near-optimal solutions.",

}

Genetic Programming entries for Carlos Cotta Enrique Alba Jose Maria Troya

Citations