Developmental evaluation in Genetic Programming: The TAG-based frame work
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @Article{Hoang:2008:IJKBIES,
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author = "Tuan-Hao Hoang and Daryl Essam and
R. I. (Bob) McKay and Nguyen Xuan Hoai",
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title = "Developmental evaluation in Genetic Programming: The
{TAG}-based frame work",
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journal = "International Journal of Knowledge-Based and
Intelligent Engineering Systems",
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year = "2008",
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volume = "12",
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number = "1",
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pages = "69--82",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1327-2314",
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publisher = "IOS Press",
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URL = "http://content.iospress.com/articles/international-journal-of-knowledge-based-and-intelligent-engineering-systems/kes00142",
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DOI = "doi:10.3233/KES-2008-12106",
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size = "14 pages",
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abstract = "We build on our previous feasibility studies [18,20],
which demonstrated the impact of evaluation during
development in the DEVTAG system, and here present a
full-fledged developmental system - Developmental Tree
Adjoining Grammar Guided Genetic Programming (DTAG3P)
with developmental evaluation, based on Tree-Adjoining
Grammars (TAG). While DEVTAG used only a trivial
developmental process, DTAG3P uses L-systems to encode
TAG derivation trees, because the L-systems permit a
full developmental process. DEVTAG was previously shown
to dramatically out-perform standard Genetic
Programming (GP) on some structured families of
problems; here, we examine DTAG3P's performance on
these families, and find a further major increment in
performance over DEVTAG. DTAG3P achieves this despite
dispensing with two extra control parameters which were
necessary with DEVTAG.",
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notes = "KES",
- }
Genetic Programming entries for
Tuan-Hao Hoang
Daryl Essam
R I (Bob) McKay
Nguyen Xuan Hoai
Citations