Covariant Tarpeian Method for Bloat Control in Genetic Programming

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@InCollection{Poli:2010:GPTP,

• author = "Riccardo Poli",
• title = "Covariant {Tarpeian} Method for Bloat Control in Genetic Programming",
• booktitle = "Genetic Programming Theory and Practice VIII",
• year = "2010",
• editor = "Rick Riolo and Trent McConaghy and Ekaterina Vladislavleva",
• series = "Genetic and Evolutionary Computation",
• volume = "8",
• address = "Ann Arbor, USA",
• month = "20-22 " # may,
• publisher = "Springer",
• chapter = "5",
• pages = "71--90",
• keywords = "genetic algorithms, genetic programming, Bloat control, Tarpeian Method, Price's theorem, Size-evolution equation",
• isbn13 = "978-1-4419-7746-5",
• URL = "http://www.springer.com/computer/ai/book/978-1-4419-7746-5",
• DOI = "doi:10.1007/978-1-4419-7747-2_5",
• abstract = "In this paper a simple modification of the Tarpeian bloat-control method is presented which allows one to dynamically set the parameters of the method in such a way to guarantee that the mean program size will either keep a particular value (e.g., its initial value) or will follow a schedule chosen by the user. The mathematical derivation of the technique as well as its numerical and empirical corroboration are presented.",
• notes = "part of \cite{Riolo:2010:GPTP}",

}

Genetic Programming entries for Riccardo Poli

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