On the Application of Genetic Programming to Chemical Process Systems

Created by W.Langdon from gp-bibliography.bib Revision:1.4208

  author =       "Ben McKay and Mark J. Willis and Geoffrey W. Barton",
  title =        "On the Application of Genetic Programming to Chemical
                 Process Systems",
  booktitle =    "1995 IEEE Conference on Evolutionary Computation",
  year =         "1995",
  volume =       "2",
  pages =        "701--706",
  address =      "Perth, Australia",
  publisher_address = "Piscataway, NJ, USA",
  month =        "29 " # nov # " - 1 " # dec,
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming, chemical
                 process systems, complex nonlinear relationships,
                 irrelevant process inputs, mathematical models,
                 nonintuitive process features, parsimonious model
                 structures, relevant process inputs, chemical
                 engineering computing, chemical industry",
  ISBN =         "0-7803-2759-4",
  DOI =          "doi:10.1109/ICEC.1995.487470",
  size =         "6 pages",
  abstract =     "In this contribution a genetic programming approach is
                 used to develop mathematical models of chemical process
                 systems. Having discussed genetic programming in
                 general, two examples are used to reveal the utility of
                 the technique. It is shown how the method can
                 discriminate between relevant and irrelevant process
                 inputs, evolving to yield parsimonious model structures
                 that accurately represent process characteristics. This
                 removes the need for restrictive assumptions about the
                 form of the data and the structure of the required
                 model. In addition, as the technique determines complex
                 nonlinear relationships in the data, non-intuitive
                 process features are revealed with comparative ease.",
  notes =        "ICEC-95 Editors not given by IEEE, Organisers David
                 Fogel and Chris deSilva.

                 conference details at

Genetic Programming entries for Ben McKay Mark J Willis Geoffrey W Barton