Optimising Plans using Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{oai:CiteSeerPSU:507073,
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title = "Optimising Plans using Genetic Programming",
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author = "C. Henrik Westerberg and John Levine",
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booktitle = "6th European Conference on Planning (ECP-01)",
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year = "2001",
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editor = "Amedeo Cesta",
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address = "Toledo, Spain",
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month = sep # " 12-14",
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keywords = "genetic algorithms, genetic programming",
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citeseer-isreferencedby = "oai:CiteSeerPSU:80030;
oai:CiteSeerPSU:106014",
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citeseer-references = "oai:CiteSeerPSU:88066; oai:CiteSeerPSU:212034;
oai:CiteSeerPSU:87325; oai:CiteSeerPSU:345046",
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annote = "The Pennsylvania State University CiteSeer Archives",
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language = "en",
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oai = "oai:CiteSeerPSU:507073",
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rights = "unrestricted",
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URL = "http://www.cis.strath.ac.uk/~henrik/publications/ukci01.ps",
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URL = "http://www.aiai.ed.ac.uk/~johnl/papers/westerberg-ecp01.ps",
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URL = "http://citeseer.ist.psu.edu/507073.html",
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size = "6 pages",
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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.",
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notes = "http://scalab.uc3m.es/~ecp01/",
- }
Genetic Programming entries for
Carl Henrik Westerberg
John Levine
Citations