Investigations of Different Seeding Strategies in a Genetic Planner

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{westerberg:2001:EvoWorks,
  author =       "C. Henrik Westerberg and John Levine",
  title =        "Investigations of Different Seeding Strategies in a
                 Genetic Planner",
  booktitle =    "Applications of Evolutionary Computing",
  year =         "2001",
  editor =       "Egbert J. W. Boers and Stefano Cagnoni and 
                 Jens Gottlieb and Emma Hart and Pier Luca Lanzi and 
                 Gunther R. Raidl and Robert E. Smith and Harald Tijink",
  volume =       "2037",
  series =       "LNCS",
  pages =        "505--514",
  address =      "Lake Como, Italy",
  publisher_address = "Berlin",
  month =        "18 " # apr,
  organisation = "EvoNET",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming, population
                 seeding, classical planning, STRIPS, one point
                 crossover, linear representation, plan, artificial
                 intelligence, blocks world",
  ISBN =         "3-540-41920-9",
  URL =          "http://www.cis.strath.ac.uk/~henrik/publications/EvoSTIM_HenrikWesterberg.ps",
  URL =          "http://www.aiai.ed.ac.uk/~johnl/papers/westerberg-evostim01.ps",
  URL =          "http://citeseer.ist.psu.edu/505122.html",
  abstract =     "Planning is a difficult and fundamental problem of AI.
                 An alternative solution to traditional planning
                 techniques is to apply Genetic Programming. As a
                 program is similar to a plan a Genetic Planner can be
                 constructed that evolves plans to the plan solution.
                 One of the stages of the Genetic Programming algorithm
                 is the initial population seeding stage. We present
                 five alternatives to simple random selection based on
                 simple search. We found that some of these strategies
                 did improve the initial population, and the efficiency
                 of the Genetic Planner over simple random selection of
                 actions.",
  notes =        "EvoWorkshops2001. Fitness by simulation",
}

Genetic Programming entries for Carl Henrik Westerberg John Levine

Citations