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:1.8051

@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://gpbib.cs.ucl.ac.uk/gecco2000/GP072.pdf",
• URL = "http://gpbib.cs.ucl.ac.uk/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

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