Parameterised Indexed FOR-Loops in Genetic Programming and Regular Binary Pattern Strings
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{DBLP:conf/seal/WijesingheC08,
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author = "Gayan Wijesinghe and Victor Ciesielski",
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title = "Parameterised Indexed FOR-Loops in Genetic Programming
and Regular Binary Pattern Strings",
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booktitle = "Proceedings of the 7th International Conference on
Simulated Evolution And Learning (SEAL '08)",
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year = "2008",
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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",
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volume = "5361",
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series = "Lecture Notes in Computer Science",
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pages = "524--533",
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address = "Melbourne, Australia",
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month = dec # " 7-10",
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming, STGP",
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isbn13 = "978-3-540-89693-7",
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DOI = "doi:10.1007/978-3-540-89694-4_53",
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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.",
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bibsource = "DBLP, http://dblp.uni-trier.de",
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notes = "LOOP, PATCH, INDEX. Pattern (eg 1001)",
- }
Genetic Programming entries for
Gayan Wijesinghe
Victor Ciesielski
Citations