Hierarchical fuzzy system construction applying genetic and bacterial programming algorithms with expression tree building restrictions

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{Balazs:2010:WAC,

• author = "Krisztian Balazs and Janos Botzheim and Laszlo T. Koczy",
• title = "Hierarchical fuzzy system construction applying genetic and bacterial programming algorithms with expression tree building restrictions",
• booktitle = "World Automation Congress (WAC 2010)",
• year = "2010",
• month = "19-23 " # sep,
• address = "Kobe, Japan",
• URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/botzheim/Balazs_2010_WAC.pdf",
• URL = "http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5665326",
• abstract = "In this paper various restrictions are proposed in the construction of hierarchical fuzzy rule bases by using Genetic and Bacterial Programming algorithms in order to model black box systems defined by input-output pairs, i.e. to solve supervised machine learning problems. The properties (learning speed, accuracy) of the established systems are observed based on simulation results and they are compared to each other.",
• keywords = "genetic algorithms, genetic programming, bacterial programming algorithm, black box system, genetic programming algorithm, hierarchical fuzzy rule system construction, input-output pairs, supervised machine learning problem, tree building restriction, fuzzy set theory, learning (artificial intelligence)",
• ISSN = "2154-4824",
• notes = "Also known as \cite{5665326}",

}

Genetic Programming entries for Krisztian Balazs Janos Botzheim Laszlo T Koczy

Citations