Developmental evaluation in genetic programming: A TAG-based framework
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Hao:2006:ASPGP,
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title = "Developmental evaluation in genetic programming: A
TAG-based framework",
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author = "Tuan-Hao Hoang and Daryl Essam and R. I. McKay and
Xuan Hoai Nguyen",
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booktitle = "Proceedings of the Third Asian-Pacific workshop on
Genetic Programming",
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year = "2006",
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editor = "The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen",
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pages = "86--97",
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ISSN = "18590209",
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address = "Military Technical Academy, Hanoi, VietNam",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://gpbib.cs.ucl.ac.uk/aspgp06/haodtag3p_new.pdf",
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size = "12 pages",
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abstract = "We build on our previous feasibility studies [16, 17],
which demonstrated the impact of evaluation during
development in the DEVTAG system, and here present a
full-fledged developmental system 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, the L-systems permitting 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 one of these families,
and find a further major increment in performance over
DEVTAG. DTAG3P achieves this despite dispensing with
two extra control parameters which it was necessary to
introduce into DEVTAG.",
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notes = "broken march 2020 http://www.aspgp.org",
- }
Genetic Programming entries for
Tuan-Hao Hoang
Daryl Essam
R I (Bob) McKay
Nguyen Xuan Hoai
Citations