Developmental evaluation in Genetic Programming: The TAG-based frame work

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Article{Hoang:2008:IJKBIES,

• author = "Tuan-Hao Hoang and Daryl Essam and R. I. (Bob) McKay and Nguyen Xuan Hoai",
• title = "Developmental evaluation in Genetic Programming: The {TAG}-based frame work",
• journal = "International Journal of Knowledge-Based and Intelligent Engineering Systems",
• year = "2008",
• volume = "12",
• number = "1",
• pages = "69--82",
• keywords = "genetic algorithms, genetic programming",
• ISSN = "1327-2314",
• publisher = "IOS Press",
• URL = "http://content.iospress.com/articles/international-journal-of-knowledge-based-and-intelligent-engineering-systems/kes00142",
• DOI = "doi:10.3233/KES-2008-12106",
• size = "14 pages",
• 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.",
• notes = "KES",

}

Genetic Programming entries for Tuan-Hao Hoang Daryl Essam R I (Bob) McKay Nguyen Xuan Hoai

Citations