A Schema-Based Version of Geiringer's Theorem for Nonlinear Genetic Programming with Homologous Crossover
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- @InCollection{Mitavskiy:FOGA2005,
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author = "Boris Mitavskiy and Jonathan E. Rowe",
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title = "A Schema-Based Version of {Geiringer's} Theorem for
Nonlinear Genetic Programming with Homologous
Crossover",
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year = "2005",
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series = "Lecture Notes in Computer Science",
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pages = "156--175",
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booktitle = "Foundations of Genetic Algorithms 8",
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editor = "Alden H. Wright and Michael D. Vose and
Kenneth A. {De Jong} and Lothar M. Schmitt",
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address = "Berlin Heidelberg",
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publisher = "Springer-Verlag",
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volume = "3469",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-27237-2",
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DOI = "doi:10.1007/b138412",
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abstract = "Geiringer's theorem is a statement which tells us
something about the limiting frequency of occurrence of
a certain individual when a classical genetic algorithm
is executed in the absence of selection and mutation.
Recently Poli, Stephens, Wright and Rowe extended the
original theorem of Geiringer to include the case of
variable length genetic algorithms and linear genetic
programming. Here a rather powerful version of
Geiringer's theorem, which has been established
recently by Mitavskiy, is used to derive a schema-based
version of the theorem for nonlinear genetic
programming with homologous crossover.",
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notes = "Workshop 5-9 January 2005 in Aizu-Wakamatsu City,
Japan also known as \cite{conf/foga/MitavskiyR05}",
- }
Genetic Programming entries for
Boris Mitavskiy
Jonathan E Rowe
Citations