On the Impact of the Representation on Fitness Landscapes
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{albuquerque:2000:irfl,
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author = "Paul Albuquerque and Bastien Chopard and
Christian Mazza and Marco Tomassini",
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title = "On the Impact of the Representation on Fitness
Landscapes",
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booktitle = "Genetic Programming, Proceedings of EuroGP'2000",
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year = "2000",
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editor = "Riccardo Poli and Wolfgang Banzhaf and
William B. Langdon and Julian F. Miller and Peter Nordin and
Terence C. Fogarty",
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volume = "1802",
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series = "LNCS",
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pages = "1--15",
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address = "Edinburgh",
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publisher_address = "Berlin",
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month = "15-16 " # apr,
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organisation = "EvoNet",
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publisher = "Springer-Verlag",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-67339-3",
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DOI = "doi:10.1007/978-3-540-46239-2_1",
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abstract = "In this paper we study the role of program
representation on the properties of a type of Genetic
Programming (GP) algorithm. In a specific case, which
we believe to be generic of standard GP, we show that
the way individuals are coded is an essential concept
which impacts the fitness landscape. We give evidence
that the ruggedness of the landscape affects the
behavior of the algorithm and we find that, below a
critical population, whose size is
representation-dependent, premature convergence
occurs.",
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notes = "EuroGP'2000, part of \cite{poli:2000:GP}",
- }
Genetic Programming entries for
Paul Albuquerque
Bastien Chopard
Christian Mazza
Marco Tomassini
Citations