- title = "Internal and online simplification in genetic programming: an experimental comparison",
- author = "Yaroslav Borcheninov and Yuri Okulovsky",
- booktitle = "Proceedings of the Spring/Summer Young Researchers' Colloquium on Software Engineering",
- year = "2012",
- editor = "Alexander S. Kamkin and Alexander K. Petrenko and Andrey N. Terekhov",
- volume = "6",
- pages = "134--138",
- address = "Perm, Russia",
- month = may,
- organisation = "Institute for System Programming of the Russian Academy of Sciences (ISPRAS) and Saint-Petersburg State University (SPbSU) jointly with NRU HSE",
- keywords = "genetic algorithms, genetic programming, symbolic computations, computer algebra systems",
- isbn13 = "978-5-91474-019-8",
- annote = "The Pennsylvania State University CiteSeerX Archives",
- bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
- language = "en",
- oai = "oai:CiteSeerX.psu:10.1.1.300.1191",
- rights = "Metadata may be used without restrictions as long as the oai identifier remains attached to it.",
-
URL = "
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.300.1191",
-
URL = "
http://syrcose.ispras.ru/2012/files/submissions/22_syrcose2012_submission_1.pdf",
-
URL = "http://syrcose.ispras.ru/?q=node/30",
-
DOI = "
doi:10.15514/SYRCOSE-2012-6-22",
- size = "5 pages",
- abstract = "Genetic programming is an evolutionary algorithm, which allows performing symbolic regression --- the important task of obtaining the analytical form of a model by the data, produced by the model. One of the known problems of genetic programming is expressions bloating that results in ineffectively long expressions. To prevent bloating, symbolic simplification of expression is used. We introduce a new approach to simplification in genetic programming, making it a uniform part of the evolutionary process. To do that, we develop a genetic programming on the basis of transformation rules, similarly to computer algebra systems. We compare our approach with existed solution, and prove its adequacy and effectiveness.",
-
notes = "Ural Federal University, Yekaterinburg, Lenina str.
51.
http://syrcose.ispras.ru/
https://socionet.ru/collection.xml?h=spz:cyberleninka:31892&page=4&s=sa",
