Online learning of genetic network programming (GNP)

Shingo Mabu, Kotaro Hirasawa, Takayuki Furuzuki, Junichi Murata

研究成果: Conference contribution

20 引用 (Scopus)

抄録

A new evolutionary computation method called genetic network programming (GNP) was proposed recently. In this paper, an online learning method for GNP is proposed. This method uses Q learning to improve its state transition rules so that it can make GNP adapt to dynamic environments efficiently.

元の言語English
ホスト出版物のタイトルProceedings of the 2002 Congress on Evolutionary Computation, CEC 2002
出版者IEEE Computer Society
ページ321-326
ページ数6
1
DOI
出版物ステータスPublished - 2002
外部発表Yes
イベント2002 Congress on Evolutionary Computation, CEC 2002 - Honolulu, HI
継続期間: 2002 5 122002 5 17

Other

Other2002 Congress on Evolutionary Computation, CEC 2002
Honolulu, HI
期間02/5/1202/5/17

Fingerprint

Evolutionary algorithms

ASJC Scopus subject areas

  • Software

これを引用

Mabu, S., Hirasawa, K., Furuzuki, T., & Murata, J. (2002). Online learning of genetic network programming (GNP). : Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002 (巻 1, pp. 321-326). [1006254] IEEE Computer Society. https://doi.org/10.1109/CEC.2002.1006254

Online learning of genetic network programming (GNP). / Mabu, Shingo; Hirasawa, Kotaro; Furuzuki, Takayuki; Murata, Junichi.

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. 巻 1 IEEE Computer Society, 2002. p. 321-326 1006254.

研究成果: Conference contribution

Mabu, S, Hirasawa, K, Furuzuki, T & Murata, J 2002, Online learning of genetic network programming (GNP). : Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. 巻. 1, 1006254, IEEE Computer Society, pp. 321-326, 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, 02/5/12. https://doi.org/10.1109/CEC.2002.1006254
Mabu S, Hirasawa K, Furuzuki T, Murata J. Online learning of genetic network programming (GNP). : Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. 巻 1. IEEE Computer Society. 2002. p. 321-326. 1006254 https://doi.org/10.1109/CEC.2002.1006254
Mabu, Shingo ; Hirasawa, Kotaro ; Furuzuki, Takayuki ; Murata, Junichi. / Online learning of genetic network programming (GNP). Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. 巻 1 IEEE Computer Society, 2002. pp. 321-326
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