Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{conf/isica/HoangEMH07,

• author = "Tuan Hao Hoang and Daryl Essam and Bob McKay and Nguyen Xuan Hoai",
• title = "Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation",
• booktitle = "Proceedings of the Second International Symposium on Computation and Intelligence, ISICA 2007",
• year = "2007",
• editor = "Lishan Kang and Yong Liu and Sanyou Y. Zeng",
• volume = "4683",
• series = "Lecture Notes in Computer Science",
• pages = "137--146",
• address = "Wuhan, China",
• month = sep # " 21-23",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, Developmental, Incremental Learning, Adaptive Mutation",
• isbn13 = "978-3-540-74580-8",
• DOI = "doi:10.1007/978-3-540-74581-5_15",
• size = "10 pages",
• abstract = "We investigate a developmental tree-adjoining grammar guided genetic programming system (DTAG3P+), in which genetic operator application rates are adapted during evolution. We previously showed developmental evaluation could promote structured solutions and improve performance in symbolic regression problems. However testing on parity problems revealed an unanticipated problem, that good building blocks for early developmental stages might be lost in later stages of evolution. The adaptive variation rate in DTAG3P plus preserves good building blocks found in early search for later stages. It gives both good performance on small k-parity problems, and good scaling to large problems.",
• bibdate = "2007-08-31",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/isica/isica2007.html#HoangEMH07",

}

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

Citations