Parameterised Indexed FOR-Loops in Genetic Programming and Regular Binary Pattern Strings

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

@InProceedings{DBLP:conf/seal/WijesingheC08,
  author =       "Gayan Wijesinghe and Victor Ciesielski",
  title =        "Parameterised Indexed FOR-Loops in Genetic Programming
                 and Regular Binary Pattern Strings",
  booktitle =    "Proceedings of the 7th International Conference on
                 Simulated Evolution And Learning (SEAL '08)",
  year =         "2008",
  editor =       "Xiaodong Li and Michael Kirley and Mengjie Zhang and 
                 David G. Green and Victor Ciesielski and 
                 Hussein A. Abbass and Zbigniew Michalewicz and Tim Hendtlass and 
                 Kalyanmoy Deb and Kay Chen Tan and 
                 J{\"u}rgen Branke and Yuhui Shi",
  volume =       "5361",
  series =       "Lecture Notes in Computer Science",
  pages =        "524--533",
  address =      "Melbourne, Australia",
  month =        dec # " 7-10",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, STGP",
  isbn13 =       "978-3-540-89693-7",
  DOI =          "doi:10.1007/978-3-540-89694-4_53",
  abstract =     "We present two methods to represent and use
                 parameterised indexed FOR-loops in genetic programming.
                 They are tested on learning the repetitive unit of
                 regular binary pattern strings to reproduce these
                 patterns to user specified arbitrary lengths.
                 Particularly, we investigate the effectiveness of
                 low-level and high-level functions inside these loops
                 for the accuracy and the semantic efficiency of
                 solutions. We used 5 test cases at increasing
                 difficulty levels and our results show the high-level
                 approach producing solutions in at least 19percent of
                 the runs when the low-level approach struggled to
                 produce any in most cases.",
  bibsource =    "DBLP, http://dblp.uni-trier.de",
  notes =        "LOOP, PATCH, INDEX. Pattern (eg 1001)",
}

Genetic Programming entries for Gayan Wijesinghe Victor Ciesielski

Citations