Optimising Plans using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{oai:CiteSeerPSU:507073,

• 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; oai:CiteSeerPSU:106014",
• 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

Citations