Fractional Genetic Programming for a More Gradual Evolution
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- @InProceedings{conf/csp/Rataj13,
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title = "Fractional Genetic Programming for a More Gradual
Evolution",
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author = "Artur Rataj",
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booktitle = "Proceedings of the 22nd International Workshop on
Concurrency, Specification and Programming",
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editor = "Marcin S. Szczuka and Ludwik Czaja and
Magdalena Kacprzak",
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publisher = "CEUR-WS.org",
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year = "2013",
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volume = "1032",
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pages = "371--382",
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series = "CEUR Workshop Proceedings",
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month = sep # " 25-27",
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address = "Warsaw, Poland",
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keywords = "genetic algorithms, genetic programming, real-coded
genetic algorithm, evolutionary method, gradualism",
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bibdate = "2013-09-11",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/csp/csp2013.html#Rataj13",
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URL = "http://ceur-ws.org/Vol-1032",
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URL = "http://ceur-ws.org/Vol-1032/paper-32.pdf",
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size = "12 pages",
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abstract = "We propose a softening of a genetic program by the
so-called fractional instructions. Thanks to their
adjustable strengths, a new instruction can be
gradually introduced to a program, and the other
instructions may gradually adapt to the new member. In
this way, a transformation of one candidate into
another can be continuous. Such an approach makes it
possible to take advantage of properties of real-coded
genetic algorithms, but in the realm of genetic
programming. We show, that the approach can be
successfully applied to a precise generalisation of
functions, including those exhibiting periodicity.",
- }
Genetic Programming entries for
Artur Rataj
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