Topological Interpretation of Crossover
Created by W.Langdon from
gp-bibliography.bib Revision:1.7975
- @InProceedings{moraglio:tio:gecco2004,
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author = "Alberto Moraglio and Riccardo Poli",
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title = "Topological Interpretation of Crossover",
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booktitle = "Genetic and Evolutionary Computation -- GECCO-2004,
Part I",
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year = "2004",
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editor = "Kalyanmoy Deb and Riccardo Poli and
Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and
Paul Darwen and Dipankar Dasgupta and Dario Floreano and
James Foster and Mark Harman and Owen Holland and
Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and
Dirk Thierens and Andy Tyrrell",
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series = "Lecture Notes in Computer Science",
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pages = "1377--1388",
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address = "Seattle, WA, USA",
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publisher_address = "Heidelberg",
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month = "26-30 " # jun,
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organisation = "ISGEC",
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publisher = "Springer-Verlag",
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volume = "3102",
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ISBN = "3-540-22344-4",
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ISSN = "0302-9743",
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URL = "http://privatewww.essex.ac.uk/~amoragn/gecco2004fin.PDF",
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DOI = "doi:10.1007/b98643",
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DOI = "doi:10.1007/978-3-540-24854-5_131",
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size = "12",
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keywords = "genetic algorithms, genetic programming, geometric
search",
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abstract = "In this paper we give a representation-independent
topological definition of crossover that links it
tightly to the notion of fitness landscape. Building
around this definition, a geometric/topological
framework for evolutionary algorithms is introduced
that clarifies the connection between representation,
genetic operators, neighbourhood structure and distance
in the landscape. Traditional genetic operators for
binary strings are shown to fit the framework. The
advantages of this interpretation are discussed",
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notes = "GECCO-2004 A joint meeting of the thirteenth
international conference on genetic algorithms
(ICGA-2004) and the ninth annual genetic programming
conference (GP-2004)",
- }
Genetic Programming entries for
Alberto Moraglio
Riccardo Poli
Citations