Online learning of genetic network programming (GNP)

Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Research output: Contribution to conferencePaper

20 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages321-326
Number of pages6
DOIs
Publication statusPublished - Jan 1 2002
Event2002 Congress on Evolutionary Computation, CEC 2002 - Honolulu, HI, United States
Duration: May 12 2002May 17 2002

Other

Other2002 Congress on Evolutionary Computation, CEC 2002
CountryUnited States
CityHonolulu, HI
Period5/12/025/17/02

Fingerprint

Evolutionary algorithms

All Science Journal Classification (ASJC) codes

  • Software

Cite this

Mabu, S., Hirasawa, K., Hu, J., & Murata, J. (2002). Online learning of genetic network programming (GNP). 321-326. Paper presented at 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, United States. https://doi.org/10.1109/CEC.2002.1006254

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

2002. 321-326 Paper presented at 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, United States.

Research output: Contribution to conferencePaper

Mabu, S, Hirasawa, K, Hu, J & Murata, J 2002, 'Online learning of genetic network programming (GNP)' Paper presented at 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, United States, 5/12/02 - 5/17/02, pp. 321-326. https://doi.org/10.1109/CEC.2002.1006254
Mabu S, Hirasawa K, Hu J, Murata J. Online learning of genetic network programming (GNP). 2002. Paper presented at 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, United States. https://doi.org/10.1109/CEC.2002.1006254
Mabu, Shingo ; Hirasawa, Kotaro ; Hu, Jinglu ; Murata, Junichi. / Online learning of genetic network programming (GNP). Paper presented at 2002 Congress on Evolutionary Computation, CEC 2002, Honolulu, HI, United States.6 p.
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