XCS with stack-based genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.1944

@InProceedings{lanzi:2003:xwsgp,
  author =       "Pier Luca Lanzi",
  title =        "{XCS} with stack-based genetic programming",
  booktitle =    "Proceedings of the 2003 Congress on Evolutionary
                 Computation CEC2003",
  editor =       "Ruhul Sarker and Robert Reynolds and 
                 Hussein Abbass and Kay Chen Tan and Bob McKay and Daryl Essam and 
                 Tom Gedeon",
  pages =        "1186--1191",
  year =         "2003",
  publisher =    "IEEE Press",
  address =      "Canberra",
  publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
                 08855-1331, USA",
  month =        "8-12 " # dec,
  organisation = "IEEE Neural Network Council (NNC), Engineers Australia
                 (IEAust), Evolutionary Programming Society (EPS),
                 Institution of Electrical Engineers (IEE)",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-7803-7804-0",
  URL =          "http://webspace.elet.polimi.it/lanzi/papers//lanzi2003cecstack.pdf",
  abstract =     "We present an extension of the learning classifier
                 system XCS in which classifier conditions are
                 represented by RPN expressions and stack-based Genetic
                 Programming is used to recombine and mutate
                 classifiers. In contrast with other extensions of XCS
                 involving tree-based Genetic Programming, the
                 representation we apply here produces conditions that
                 are linear programs, interpreted by a virtual stack
                 machine (similar to a pushdown automaton), and
                 recombined through standard genetic operators. We test
                 the version of XCS extended with stack-based conditions
                 on a set of problems of different complexity.",
  notes =        "CEC 2003 - A joint meeting of the IEEE, the IEAust,
                 the EPS, and the IEE.",
}

Genetic Programming entries for Pier Luca Lanzi