Analysing the Regularity of Genomes using Compression and Expression Simplification
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{eurogp07:shin,
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author = "Jungseok Shin and Moonyoung Kang and Bob McKay and
Xuan Nguyen and Tuan-Hao Hoang and Naoki Mori and
Daryl Essam",
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title = "Analysing the Regularity of Genomes using Compression
and Expression Simplification",
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editor = "Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and
Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar",
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booktitle = "Proceedings of the 10th European Conference on Genetic
Programming",
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publisher = "Springer",
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series = "Lecture Notes in Computer Science",
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volume = "4445",
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year = "2007",
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address = "Valencia, Spain",
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month = "11-13 " # apr,
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pages = "251--260",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-71602-5",
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isbn13 = "978-3-540-71602-0",
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DOI = "doi:10.1007/978-3-540-71605-1_23",
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abstract = "We propose expression simplification and tree
compression as aids in understanding the evolution of
regular structure in Genetic Programming individuals.
We apply the analysis to two previously-published
algorithms, which aimed to promote regular and repeated
structure. One relies on subtree duplication operators,
the other uses repeated evaluation during a
developmental process. Both successfully generated
solutions to difficult problems, their success being
ascribed to promotion of regular structure. Our
analysis modifies this ascription: the evolution of
regular structure is more complex than anticipated, and
the success of the techniques may have arisen from a
combination of promotion of regularity, and other, so
far unidentified, effects.",
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notes = "Part of \cite{ebner:2007:GP} EuroGP'2007 held in
conjunction with EvoCOP2007, EvoBIO2007 and
EvoWorkshops2007",
- }
Genetic Programming entries for
Jungseok Shin
Moonyoung Kang
R I (Bob) McKay
Nguyen Xuan Hoai
Tuan-Hao Hoang
Naoki Mori
Daryl Essam
Citations