Symbolic Regression In Design Of Experiments: A Case Study With Linearizing Transformations

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Flor A. Castillo and Ken A. Marshall and 
                 James L. Green and Arthur K. Kordon",
  title =        "Symbolic Regression In Design Of Experiments: {A} Case
                 Study With Linearizing Transformations",
  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 =        "1043--1047",
  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, design of experiment (DoE), lack of fit,
                 linearizing transformations, symbolic regression",
  ISBN =         "1-55860-878-8",
  URL =          "",
  URL =          "",
  size =         "6 pages",
  abstract =     "The paper presents the potential of genetic
                 programming (GP)-generated symbolic regression for
                 linearising the response in statistical design of
                 experiments when significant Lack of Fit is detected
                 and no additional experimental runs are economically or
                 technically feasible because of extreme experimental
                 conditions. An application of this approach is
                 presented with a case study in an industrial setting at
                 The Dow Chemical Company.",
  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 Flor A Castillo Kenric A Marshall James L Green Arthur K Kordon