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Progress Rate in Noisy Genetic Programming for Choosing $\lambda$

Author: Hoock, Jean-Baptiste and Teytaud, Olivier
EntryType: inproceedings
Hal_id: inria-00622150
Url: http://hal.inria.fr/inria-00622150/en/
Abstract: {Recently, it has been proposed to use Bernstein races for implementing non-regression testing in noisy genetic programming. We study the population size of such a (1+$\lambda$) evolutionary algorithm applied to a noisy fitness function optimization by a progress rate analysis and experiment it on a policy search application.}
Language: Anglais
Affiliation: Laboratoire de Recherche en Informatique - LRI - CNRS : UMR8623 - Universit{\'e} Paris Sud - Paris XI - TAO - INRIA Saclay - Ile de France - INRIA - CNRS : UMR8623 - Universit{\'e} Paris Sud - Paris XI - National University of Tainan - NUTN - National University of Tainan
Booktitle: {Artificial Evolution}
Address: Angers, France
Audience: internationale
Year: 2011
Pdf: http://hal.inria.fr/inria-00622150/PDF/ea2011.pdf

Bibtex:
%% inria-00622150, version 1
%% http://hal.inria.fr/inria-00622150/en/
@inproceedings{HOOCK:2011:INRIA-00622150:1,
    hal_id = {inria-00622150},
    url = {http://hal.inria.fr/inria-00622150/en/},
    title = {{Progress Rate in Noisy Genetic Programming for Choosing $\lambda$}},
    author = {Hoock, Jean-Baptiste and Teytaud, Olivier},
    abstract = {{Recently, it has been proposed to use Bernstein races for implementing non-regression testing in noisy genetic programming. We study the population size of such a (1+$\lambda$) evolutionary algorithm applied to a noisy fitness function optimization by a progress rate analysis and experiment it on a policy search application.}},
    language = {Anglais},
    affiliation = {Laboratoire de Recherche en Informatique - LRI - CNRS : UMR8623 - Universit{\'e} Paris Sud - Paris XI - TAO - INRIA Saclay - Ile de France - INRIA - CNRS : UMR8623 - Universit{\'e} Paris Sud - Paris XI - National University of Tainan - NUTN - National University of Tainan},
    booktitle = {{Artificial Evolution}},
    address = {Angers, France},
    audience = {internationale },
    year = {2011},
    pdf = {http://hal.inria.fr/inria-00622150/PDF/ea2011.pdf},
}

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Shared by: Jean-Baptiste Hoock
Last update: 2011-09-12 13:57:21
Publication #870

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