Genetic Programming with Embedded Features of Symbolic Computations

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@InProceedings{conf/ic3k/BorcheninovO11,

• author = "Yaroslav V. Borcheninov and Yuri S. Okulovsky",
• title = "Genetic Programming with Embedded Features of Symbolic Computations",
• booktitle = "KDIR International Conference on Knowledge Discovery and Information Retrieval",
• year = "2011",
• editor = "Joaquim Filipe and Ana L. N. Fred",
• pages = "476--479",
• address = "Paris, France",
• month = "26-29 " # oct,
• publisher = "SciTePress",
• keywords = "genetic algorithms, genetic programming: poster",
• isbn13 = "978-989-8425-79-9",
• DOI = "doi:10.5220/0003682004760479",
• abstract = "Genetic programming is a methodology, widely used in data mining for obtaining the analytic form that describes a given experimental data set. In some cases, genetic programming is complemented by symbolic computations that simplify found expressions. We propose to unify the induction of genetic programming with the deduction of symbolic computations in one genetic algorithm. Our approach was implemented as the .NET library and successfully tested at various data mining problems: function approximation, invariants finding and classification.",
• notes = "Paper Nr: 126 http://www.ic3k.org/IC3K2011/ http://www.ic3k.org/IC3K2011/IC3K_paperList.htm http://www.kdir.ic3k.org/Abstracts/2011/KDIR_2011_Abstracts.htm",
• bibdate = "2012-05-04",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/ic3k/kdir2011.html#BorcheninovO11",

}

Genetic Programming entries for Yaroslav V Borcheninov Yuri S Okulovsky

Citations