The Convergence Mechanism and Strategies for Non-Elitist Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{Ni:2013:iccsee,

• author = "He Ni and Bo Yu and Fanming Zeng and Fengrui Sun",
• title = "The Convergence Mechanism and Strategies for Non-Elitist Genetic Programming",
• booktitle = "Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering",
• year = "2013",
• series = "Advances in Intelligent Systems Research",
• publisher = "Atlantis Press",
• keywords = "genetic algorithms, genetic programming, non-elitist genetic programming, convergence mechanism, convergence strategy, algorithmic pause time",
• isbn13 = "978-90-78677-61-1",
• ISSN = "1951-6851",
• bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
• language = "en",
• oai = "oai:CiteSeerX.psu:10.1.1.1001.3462",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1001.3462",
• URL = "http://atlantis-press.com/php/download_paper.php?id%3D5071",
• URL = "http://www.atlantis-press.com/proceedings/iccsee-13/5071",
• DOI = "doi:10.2991/iccsee.2013.640",
• size = "8 pages",
• 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.",
• 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

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