Automatic Synthesis of Both Topology and Tuning of a Common Parameterized Controller for Two Families of Plants using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Keane:2000:GECCO,
  author =       "Martin A. Keane and Jessen Yu and John R. Koza",
  title =        "Automatic Synthesis of Both Topology and Tuning of a
                 Common Parameterized Controller for Two Families of
                 Plants using Genetic Programming",
  pages =        "496--504",
  year =         "2000",
  publisher =    "Morgan Kaufmann",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference (GECCO-2000)",
  editor =       "Darrell Whitley and David Goldberg and 
                 Erick Cantu-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer",
  address =      "Las Vegas, Nevada, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "10-12 " # jul,
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-708-0",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2000/GP072.pdf",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2000/GP072.ps",
  URL =          "http://www.genetic-programming.com/jkpdf/gecco2000twofamilies.pdf",
  URL =          "http://citeseer.ist.psu.edu/499019.html",
  abstract =     "This paper demonstrates that genetic programming can
                 be used to automatically create the design for both the
                 topology and parameter values (tuning) for a common
                 parameterized controller for all the plants in two
                 families of plants that are representative of typical
                 industrial processes. The genetically evolved
                 controller is {"}general{"} in the sense that it
                 contains free variables representing the
                 characteristics of the particular plant. The
                 genetically evolved controller outperforms the
                 controller designed with conventional techniques. In
                 addition, the genetically evolved controller infringes
                 on an early patented invention in the field of
                 control",
  notes =        "A joint meeting of the ninth International Conference
                 on Genetic Algorithms (ICGA-2000) and the fifth Annual
                 Genetic Programming Conference (GP-2000) Part of
                 \cite{whitley:2000:GECCO}",
}

Genetic Programming entries for Martin A Keane Jessen Yu John Koza

Citations