Operator-Based Distance for Genetic Programming: Subtree Crossover Distance
Created by W.Langdon from
gp-bibliography.bib Revision:1.8028
- @InProceedings{eurogp:GustafsonV05,
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author = "Steven Gustafson and Leonardo Vanneschi",
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editor = "Maarten Keijzer and Andrea Tettamanzi and
Pierre Collet and Jano I. {van Hemert} and Marco Tomassini",
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title = "Operator-Based Distance for Genetic Programming:
Subtree Crossover Distance",
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booktitle = "Proceedings of the 8th 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 = "3447",
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year = "2005",
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address = "Lausanne, Switzerland",
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month = "30 " # mar # " - 1 " # apr,
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organisation = "EvoNet",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-25436-6",
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pages = "178--189",
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URL = "http://www.cs.nott.ac.uk/~smg/research/publications/eurogp2005-gustafson-vanneschi.ps",
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URL = "http://www.cs.nott.ac.uk/~smg/research/publications/eurogp2005-gustafson-vanneschi.pdf",
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DOI = "doi:10.1007/978-3-540-31989-4_16",
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DOI = "doi:10.1007/b107383",
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bibsource = "DBLP, http://dblp.uni-trier.de",
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abstract = "This paper explores distance measures based on genetic
operators for genetic programming using tree
structures. The consistency between genetic operators
and distance measures is a crucial point for analytical
measures of problem difficulty, such as fitness
distance correlation, and for measures of population
diversity, such as entropy or variance. The
contribution of this paper is the exploration of
possible definitions and approximations of
operator-based edit distance measures. In particular,
we focus on the subtree crossover operator. An
empirical study is presented to illustrate the features
of an operator-based distance. This paper makes
progress toward improved algorithmic analysis by using
appropriate measures of distance and similarity.",
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notes = "Part of \cite{keijzer:2005:GP} EuroGP'2005 held in
conjunction with EvoCOP2005 and EvoWorkshops2005",
- }
Genetic Programming entries for
Steven M Gustafson
Leonardo Vanneschi
Citations