Online learning of Genetic Network Programming (GNP)

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{mabu:2002:olognp,

• author = "Shingo Mabu and Kotaro Hirasawa and Jinglu Hu and Junichi Murata",
• title = "Online learning of Genetic Network Programming (GNP)",
• booktitle = "Proceedings of the 2002 Congress on Evolutionary Computation CEC2002",
• editor = "David B. Fogel and Mohamed A. El-Sharkawi and Xin Yao and Garry Greenwood and Hitoshi Iba and Paul Marrow and Mark Shackleton",
• pages = "321--326",
• year = "2002",
• publisher = "IEEE Press",
• publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
• organisation = "IEEE Neural Network Council (NNC), Institution of Electrical Engineers (IEE), Evolutionary Programming Society (EPS)",
• ISBN = "0-7803-7278-6",
• month = "12-17 " # may,
• notes = "CEC 2002 - A joint meeting of the IEEE, the Evolutionary Programming Society, and the IEE. Held in connection with the World Congress on Computational Intelligence (WCCI 2002)",
• keywords = "genetic algorithms, genetic programming, Q learning, dynamic environments, evolutionary computation method, genetic network programming, online learning, state transition rules, learning (artificial intelligence)",
• DOI = "doi:10.1109/CEC.2002.1006254",
• abstract = "A new evolutionary computation method named 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 the dynamic environments efficiently.",

}

Genetic Programming entries for Shingo Mabu Kotaro Hirasawa Jinglu Hu Junichi Murata

Citations