Asynchronous Evaluation based Genetic Programming: Comparison of Asynchronous and Synchronous Evaluation and its Application
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- @InProceedings{harada:2013:EuroGP,
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author = "Tomohiro Harada and Keiki Takadama",
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title = "Asynchronous Evaluation based Genetic Programming:
Comparison of Asynchronous and Synchronous Evaluation
and its Application",
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booktitle = "Proceedings of the 16th European Conference on Genetic
Programming, EuroGP 2013",
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year = "2013",
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month = "3-5 " # apr,
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editor = "Krzysztof Krawiec and Alberto Moraglio and Ting Hu and
A. Sima Uyar and Bin Hu",
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series = "LNCS",
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volume = "7831",
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publisher = "Springer Verlag",
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address = "Vienna, Austria",
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pages = "241--252",
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organisation = "EvoStar",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-642-37206-3",
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DOI = "doi:10.1007/978-3-642-37207-0_21",
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abstract = "This paper compares an asynchronous evaluation based
GP with a synchronous evaluation based GP to
investigate the evolution ability of an asynchronous
evaluation on the GP domain. As an asynchronous
evaluation based GP, this paper focuses on Tierra-based
Asynchronous GP we have proposed, which is based on a
biological evolution simulator, Tierra. The intensive
experiment compares TAGP with simple GP by applying
them to a symbolic regression problem, and it is
revealed that an asynchronous evaluation based GP has
better evolution ability than a synchronous one.",
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notes = "Part of \cite{Krawiec:2013:GP} EuroGP'2013 held in
conjunction with EvoCOP2013, EvoBIO2013, EvoMusArt2013
and EvoApplications2013",
- }
Genetic Programming entries for
Tomohiro Harada
Keiki Takadama
Citations