Genetic programming with guaranteed constraints

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

  author =       "Colin G. Johnson",
  title =        "Genetic programming with guaranteed constraints",
  booktitle =    "Proceedings of the 4th International Conference on
                 Recent Advances in Soft Computing",
  year =         "2002",
  editor =       "Ahmad Lotfi and Jon Garibaldi and Robert John",
  pages =        "134--140",
  address =      "Nottingham, United Kingdom",
  month =        dec # " 12-13",
  publisher =    "The Nottingham Trent University",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-84233-076-4",
  URL =          "",
  abstract =     "Genetic programming is a powerful technique for
                 automatically generating program code from a
                 description of the desired functionality. However it is
                 frequently distrusted by users because the programs are
                 generated with reference to a training set, and there
                 is no formal guarantee that the generated programs will
                 operate as intended outside of this training set. This
                 paper describes a way of including constraints into the
                 fitness function of a genetic programming system, so
                 that the evolution is guided towards a solution which
                 satisfies those constraints and so that a check can be
                 made when a solution satisfies those constraints. This
                 is applied to a problem in mobile robotics.",
  notes =        "",

Genetic Programming entries for Colin G Johnson