Semantic Bias in Program Coevolution
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{seaton:2013:EuroGP,
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author = "Tom Seaton and Julian F. Miller and Tim Clarke",
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title = "Semantic Bias in Program Coevolution",
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booktitle = "Proceedings of the 16th European Conference on Genetic
Programming, EuroGP 2013",
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year = "2013",
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month = "3-5 " # apr,
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editor = "Krzysztof Krawiec and Alberto Moraglio and Ting Hu and
A. Sima Uyar and Bin Hu",
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series = "LNCS",
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volume = "7831",
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publisher = "Springer Verlag",
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address = "Vienna, Austria",
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pages = "193--204",
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organisation = "EvoStar",
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keywords = "genetic algorithms, genetic programming, Coevolution,
Semantics, Benchmarks",
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isbn13 = "978-3-642-37206-3",
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URL = "https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.568.5374&rep=rep1&type=pdf",
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DOI = "doi:10.1007/978-3-642-37207-0_17",
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size = "12 pages",
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abstract = "We investigate two pathological coevolutionary
behaviours, disengagement and cycling, in GP systems.
An empirical analysis is carried out over constructed
GP problems and the Game of Tag, a historical pursuit
and evasion task. The effects of semantic bias on the
occurrence of pathologies and consequences for
performance are examined in a coevolutionary context.
We present findings correlating disengagement with
semantic locality of the genotype to phenotype map
using a minimal competitive coevolutionary algorithm.",
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notes = "Department of Electronics, University of York, UK
Part of \cite{Krawiec:2013:GP} EuroGP'2013 held in
conjunction with EvoCOP2013, EvoBIO2013, EvoMusArt2013
and EvoApplications2013",
- }
Genetic Programming entries for
Tom Seaton
Julian F Miller
Tim Clarke
Citations