The role of Keeping Semantic Blocks Invariant - Effects in Linear Genetic Programming Performance

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{delaCruzEcheandia:2010:ICEC,

• author = "Marina {de la Cruz Echeandia} and Alba Martin Lazaro and Alfonso Ortega {de la Puente}",
• title = "The role of Keeping Semantic Blocks Invariant - Effects in Linear Genetic Programming Performance",
• booktitle = "Proceedings of the International Conference on Evolutionary Computation (ICEC 2010)",
• year = "2010",
• editor = "Joaquim Filipe and Janusz Kacprzyk",
• pages = "365--368",
• address = "Valencia, Spain",
• month = "24-26 " # oct,
• organisation = "INSTICC, AAAI, WfMC",
• publisher = "SciTePress",
• keywords = "genetic algorithms, genetic programming: Poster, Grammar evolution, Attribute grammars, Christiansen grammars, Genetic programming, Straight-line programs, symbolic regression",
• isbn13 = "978-989-8425-31-7",
• broken = "http://www.icec.ijcci.org/ICEC2010/Program_Tuesday.htm",
• URL = "http://www.robinbye.com/files/publications/ICEC_2010.pdf",
• URL = "https://www.scitepress.org/Papers/2010/30854/",
• DOI = "doi:10.5220/0003085403650368",
• size = "4 pages",
• abstract = "This paper is focused on two different approaches (previously proposed by the authors) that perform better than Genetic Programming in typical symbolic regression problems: straight-line program genetic programming (SLP-GP) and evolution with attribute grammars (AGE). Both approaches have different characteristics. One of the most important is that SLP-GP keeps semantic blocks invariant (the crossover operator always exchanges complete subexpressions). In this paper we compare both methods and study the possible effect on their performance of keeping these blocks invariant.",
• notes = "Broken http://www.icec.ijcci.org/ICEC2010/home.asp http://www.ijcci.org/Abstracts/2010/ICEC_2010_Abstracts.htm Also known as \cite{DBLP:conf/ijcci/EcheandiaLPAA10}",

}

Genetic Programming entries for Marina de la Cruz Echeandia Alba Martin Lazaro Alfonso Ortega de la Puente

Citations