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

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@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