Analysis of Constant Creation Techniques on the Binomial-3 Problem with Grammatical Evolution

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@InProceedings{Byrne:2009:cec,

• author = "Jonathan Byrne and Michael O'Neill and Erik Hemberg and Anthony Brabazon",
• title = "Analysis of Constant Creation Techniques on the Binomial-3 Problem with Grammatical Evolution",
• booktitle = "2009 IEEE Congress on Evolutionary Computation",
• year = "2009",
• editor = "Andy Tyrrell",
• pages = "568--573",
• address = "Trondheim, Norway",
• month = "18-21 " # may,
• organization = "IEEE Computational Intelligence Society",
• publisher = "IEEE Press",
• isbn13 = "978-1-4244-2959-2",
• file = "P522.pdf",
• DOI = "doi:10.1109/CEC.2009.4982996",
• abstract = "This paper studies the difference between Persistent Random Constants (PRC) and Digit Concatenation as methods for generating constants. It has been shown that certain problems have different fitness landscapes depending on how they are represented, independent of changes to the combinatorial search space, thus changing problem difficulty. In this case we show that the method for generating the constants can also influence how hard the problem is for Genetic Programming.",
• keywords = "genetic algorithms, genetic programming, grammatical evolution",
• notes = "CEC 2009 - A joint meeting of the IEEE, the EPS and the IET. IEEE Catalog Number: CFP09ICE-CDR",

}

Genetic Programming entries for Jonathan Byrne Michael O'Neill Erik Hemberg Anthony Brabazon

Citations