Learning Distributed Reactive Strategies by Genetic Programming for the General Job Shop Problem

Created by W.Langdon from gp-bibliography.bib Revision:1.4216

  author =       "Laurent Atlan and Jerome Bonnet and Martine Naillon",
  title =        "Learning Distributed Reactive Strategies by Genetic
                 Programming for the General Job Shop Problem",
  booktitle =    "Proceedings of the 7th annual Florida Artificial
                 Intelligence Research Symposium",
  year =         "1994",
  address =      "Pensacola, Florida, USA",
  month =        may,
  organisation = "Dassault-Aviation, Artificial Intelligence
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "ftp://ftp.ens.fr/pub/reports/biologie/disgajsp.ps.Z",
  size =         "11 pages",
  abstract =     "proposed is a general system to infer symbolic policy
                 functions for distributed reactive scheduling in
                 non-stationary environments. The job shop problem is
                 only used as a validating case study. Our system is
                 based both on an original distributed scheduling model
                 and on genetic programming for the inference of
                 symbolic policy functions. The purpose is to determine
                 heuristic policies that are local in time, long term
                 near-optimal, and robust with respect to perturbations.
                 Furthermore, the policies are local in state space: the
                 global decision problem is split into as many decision
                 problems as there are agents, i.e. machines in the job
                 shop problem. If desired, the genetic algorithm can use
                 expert knowledge as a priori knowledge, via
                 implementation of the symbolic representation of the
                 policy functions.",
  notes =        "{"}To be published in the proceedings of the Seventh
                 Annual Florida Artificial Intelligence Research
                 Symposium{"} DGT/DEA/IA2 December 1993

                 Combination of GP and Giffler and Thompson algorithm",

Genetic Programming entries for Laurent Atlan Jerome Bonnet Martine Naillon