A New Methodology For Emergent System Identification Using Particle Swarm Optimization (PSO) And The Group Mehtod Data Handling (GMDH)

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{voss:2002:gecco,
  author =       "Mark S. Voss and Xin Feng",
  title =        "A New Methodology For Emergent System Identification
                 Using Particle Swarm Optimization ({PSO}) And The Group
                 Mehtod Data Handling ({GMDH})",
  booktitle =    "GECCO 2002: Proceedings of the Genetic and
                 Evolutionary Computation Conference",
  editor =       "W. B. Langdon and E. Cant{\'u}-Paz and K. Mathias and 
                 R. Roy and D. Davis and R. Poli and K. Balakrishnan and 
                 V. Honavar and G. Rudolph and J. Wegener and 
                 L. Bull and M. A. Potter and A. C. Schultz and J. F. Miller and 
                 E. Burke and N. Jonoska",
  year =         "2002",
  pages =        "1227--1232",
  address =      "New York",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "9-13 " # jul,
  publisher =    "Morgan Kaufmann Publishers",
  keywords =     "genetic algorithms, genetic programming, real world
                 applications, genetic programming, GMDH, group method
                 for data handling, particle swarm optimization, PSO,
                 system identification",
  ISBN =         "1-55860-878-8",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2002/RWA289_Fixed.pdf",
  URL =          "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/gecco2002/gecco-2002-20.pdf",
  URL =          "http://dl.acm.org/citation.cfm?id=682326",
  abstract =     "A new methodology for Emergent System Identification
                 is proposed in this paper. The new method applies the
                 self-organizing Group Method of Data Handling (GMDH)
                 functional networks, Particle Swarm Optimization (PSO),
                 and Genetic Programming (GP) that is effective in
                 identifying complex dynamic systems. The focus of the
                 paper will be on how Particle Swarm Optimization (PSO)
                 is applied within Group Method of Data Handling (GMDH)
                 which is used as the modelling framework.",
  notes =        "GECCO-2002. A joint meeting of the eleventh
                 International Conference on Genetic Algorithms
                 (ICGA-2002) and the seventh Annual Genetic Programming
                 Conference (GP-2002)",
}

Genetic Programming entries for Mark S Voss Xin Feng

Citations