Concepts of Inductive Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{nikolaev:1998:ciGP,
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author = "Nikolay I. Nikolaev and Vanio Slavov",
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title = "Concepts of Inductive Genetic Programming",
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booktitle = "Proceedings of the First European Workshop on Genetic
Programming",
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year = "1998",
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editor = "Wolfgang Banzhaf and Riccardo Poli and
Marc Schoenauer and Terence C. Fogarty",
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volume = "1391",
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series = "LNCS",
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pages = "49--60",
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address = "Paris",
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publisher_address = "Berlin",
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month = "14-15 " # apr,
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publisher = "Springer-Verlag",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-64360-5",
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URL = "http://citeseer.ist.psu.edu/cache/papers/cs/26570/http:zSzzSzwww.niss.gov.uazSzCenterzSzarticleszSzpaperszSzeurogp98.pdf/nikolaev98concepts.pdf",
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URL = "http://citeseer.ist.psu.edu/nikolaev98concepts.html",
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DOI = "doi:10.1007/BFb0055927",
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size = "11 pages",
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abstract = "This paper presents the fundamental concepts of
inductive Genetic Programming, an evolutionary search
method especially suitable for inductive learning
tasks. We review the components of the method, and
propose new approaches to some open issues such as: the
sensitivity of the operators to the topology of the
genetic program trees, the coordination of the
operators, and the investigation of their performance.
The genetic operators are examined by correlation and
information analysis of the fitness landscapes. The
performance of inductive Genetic Programming is studied
with population diversity and evolutionary dynamics
measures using hard instances for induction of regular
expressions.",
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notes = "EuroGP'98. iGP. Induction of regular expressions
(Tomita). tree-to-tree distance, population diameter.
Structural population entropy. Context preserving
mutation.",
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affiliation = "American University in Bulgaria Department of Computer
Science 2700 Blagoevgrad Bulgaria 2700 Blagoevgrad
Bulgaria",
- }
Genetic Programming entries for
Nikolay Nikolaev
Vanio Slavov
Citations