Optimising Plans using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4549

  title =        "Optimising Plans using Genetic Programming",
  author =       "C. Henrik Westerberg and John Levine",
  booktitle =    "6th European Conference on Planning (ECP-01)",
  year =         "2001",
  editor =       "Amedeo Cesta",
  address =      "Toledo, Spain",
  month =        sep # " 12-14",
  keywords =     "genetic algorithms, genetic programming",
  citeseer-isreferencedby = "oai:CiteSeerPSU:80030;
  citeseer-references = "oai:CiteSeerPSU:88066; oai:CiteSeerPSU:212034;
                 oai:CiteSeerPSU:87325; oai:CiteSeerPSU:345046",
  annote =       "The Pennsylvania State University CiteSeer Archives",
  language =     "en",
  oai =          "oai:CiteSeerPSU:507073",
  rights =       "unrestricted",
  URL =          "http://www.cis.strath.ac.uk/~henrik/publications/ukci01.ps",
  URL =          "http://www.aiai.ed.ac.uk/~johnl/papers/westerberg-ecp01.ps",
  URL =          "http://citeseer.ist.psu.edu/507073.html",
  size =         "6 pages",
  abstract =     "Finding the shortest plan for a given planning problem
                 is extremely hard. We present a domain independent
                 approach for plan optimisation based on Genetic
                 Programming. The algorithm is seeded with correct plans
                 created by hand-encoded heuristic policy sets. The
                 plans are very unlikely to be optimal but are created
                 quickly. The suboptimal plans are then evolved using a
                 generational algorithm towards the optimal plan. We
                 present initial results from Blocks World and found
                 that GP method almost always improved sub-optimal
                 plans, often drastically.",
  notes =        "http://scalab.uc3m.es/~ecp01/",

Genetic Programming entries for Carl Henrik Westerberg John Levine