A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{eurogp07:vanneschi,
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author = "Leonardo Vanneschi and Marco Tomassini and
Philippe Collard and S\'ebastien Verel and Yuri Pirola and
Giancarlo Mauri",
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title = "A Comprehensive View of Fitness Landscapes with
Neutrality and Fitness Clouds",
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editor = "Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and
Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar",
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booktitle = "Proceedings of the 10th European Conference on Genetic
Programming",
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publisher = "Springer",
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series = "Lecture Notes in Computer Science",
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volume = "4445",
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year = "2007",
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address = "Valencia, Spain",
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month = "11-13 " # apr,
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pages = "241--250",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-71602-5",
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isbn13 = "978-3-540-71602-0",
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DOI = "doi:10.1007/978-3-540-71605-1_22",
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abstract = "We define a set of measures that capture some
different aspects of neutrality in evolutionary
algorithms fitness landscapes from a qualitative point
of view. If considered all together, these measures
offer a rather complete picture of the characteristics
of fitness landscapes bound to neutrality and may be
used as broad indicators of problem hardness. We
compare the results returned by these measures with the
ones of negative slope coefficient, a quantitative
measure of problem hardness that has been recently
defined and with success rate statistics on a well
known genetic programming benchmark: the multiplexer
problem. In order to efficaciously study the search
space, we use a sampling technique that has recently
been introduced and we show its suitability on this
problem.",
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notes = "Part of \cite{ebner:2007:GP} EuroGP'2007 held in
conjunction with EvoCOP2007, EvoBIO2007 and
EvoWorkshops2007",
- }
Genetic Programming entries for
Leonardo Vanneschi
Marco Tomassini
Philippe Collard
Sebastien Verel
Yuri Pirola
Giancarlo Mauri
Citations