Weighted Fuzzy Genetic Programming Algorithm for Structure and Parameters Selection of Fuzzy Systems for Nonlinear Modelling

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@InProceedings{conf/isat/LapaC16,
  author =       "Krystian Lapa and Krzysztof Cpalka",
  title =        "Weighted Fuzzy Genetic Programming Algorithm for
                 Structure and Parameters Selection of Fuzzy Systems for
                 Nonlinear Modelling",
  booktitle =    "Proceedings of 37th International Conference on
                 Information Systems Architecture and Technology, ISAT
                 2016, Part I",
  year =         "2016",
  volume =       "521",
  editor =       "Leszek Borzemski and Adam Grzech and Jerzy Swiatek and 
                 Zofia Wilimowska",
  series =       "Advances in Intelligent Systems and Computing",
  pages =        "157--174",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-319-46582-1",
  bibdate =      "2017-05-21",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/https://doi.org/10.1007/978-3-319-46583-8_13;
                 DBLP,
                 http://dblp.uni-trier.de/db/conf/isat/isat2016-1.html#LapaC16",
  DOI =          "doi:10.1007/978-3-319-46583-8_13",
  abstract =     "In this paper a weighted fuzzy genetic programming
                 algorithm for selection of structure and parameters of
                 fuzzy systems for nonlinear modelling is proposed. This
                 method is based on fuzzy genetic programming and
                 innovations in this method concern, among the others,
                 using weights of fuzzy aggregation operators, using
                 weights of fuzzy rules, using fitness function criteria
                 designed for fuzzy genetic programming and using
                 dynamic links between fuzzy rules and fuzzy rules base.
                 The proposed method was tested with use of typical
                 nonlinear modelling problems.",
}

Genetic Programming entries for Krystian Lapa Krzysztof Cpalka

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