The Convergence Mechanism and Strategies for Non-Elitist Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{Ni:2013:iccsee,
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author = "He Ni and Bo Yu and Fanming Zeng and Fengrui Sun",
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title = "The Convergence Mechanism and Strategies for
Non-Elitist Genetic Programming",
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booktitle = "Proceedings of the 2nd International Conference on
Computer Science and Electronics Engineering",
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year = "2013",
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series = "Advances in Intelligent Systems Research",
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publisher = "Atlantis Press",
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keywords = "genetic algorithms, genetic programming, non-elitist
genetic programming, convergence mechanism, convergence
strategy, algorithmic pause time",
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isbn13 = "978-90-78677-61-1",
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ISSN = "1951-6851",
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bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
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language = "en",
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oai = "oai:CiteSeerX.psu:10.1.1.1001.3462",
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URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1001.3462",
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URL = "http://atlantis-press.com/php/download_paper.php?id%3D5071",
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URL = "http://www.atlantis-press.com/proceedings/iccsee-13/5071",
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DOI = "doi:10.2991/iccsee.2013.640",
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size = "8 pages",
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abstract = "Genetic programming is an evolutionary algorithm that
proposed to solve the automatic computer program design
problem by J.R.Koza in the 1990s. It has good
universality and intelligence, and has been widely
applied in the field of computer engineering. But
genetic programming is essentially a stochastic
optimisation algorithm, lack theoretic basis on the
convergence of algorithm, which limit the scope of its
application in some extent. The convergence mechanism
of non-elitist genetic programming was studied in this
paper. A recursive estimation of the probability of
population contains satisfactory solution with the
evolution algebra was established by the analysis of
operators characteristic parameters, then a sufficient
condition of population converge in probability was
derived from this estimation, and thereby some
operational convergence strategies for many common
evolution modes were provided.",
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notes = "ICCSEE-13
... permits non-commercial use, distribution and
reproduction in any medium, provided the original work
is properly cited",
- }
Genetic Programming entries for
He Ni
Bo Yu
Fanming Zeng
Fengrui Sun
Citations