Developmental evaluation in genetic programming: A TAG-based framework

Created by W.Langdon from gp-bibliography.bib Revision:1.8010

@InProceedings{Hao:2006:ASPGP,

• title = "Developmental evaluation in genetic programming: A TAG-based framework",
• author = "Tuan-Hao Hoang and Daryl Essam and R. I. McKay and Xuan Hoai Nguyen",
• booktitle = "Proceedings of the Third Asian-Pacific workshop on Genetic Programming",
• year = "2006",
• editor = "The Long Pham and Hai Khoi Le and Xuan Hoai Nguyen",
• pages = "86--97",
• ISSN = "18590209",
• address = "Military Technical Academy, Hanoi, VietNam",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://gpbib.cs.ucl.ac.uk/aspgp06/haodtag3p_new.pdf",
• size = "12 pages",
• 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.",
• 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