Genetic network programming with learning and evolution for adapting to dynamical environments

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

@InProceedings{Mabu:2003:Gnpwlaefatde,

• author = "Shingo Mabu and Kotaro Hirasawa and Jinglu Hu",
• title = "Genetic network programming with learning and evolution for adapting to dynamical environments",
• booktitle = "Proceedings of the 2003 Congress on Evolutionary Computation CEC2003",
• editor = "Ruhul Sarker and Robert Reynolds and Hussein Abbass and Kay Chen Tan and Bob McKay and Daryl Essam and Tom Gedeon",
• pages = "69--76",
• year = "2003",
• publisher = "IEEE Press",
• address = "Canberra",
• publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
• month = "8-12 " # dec,
• organisation = "IEEE Neural Network Council (NNC), Engineers Australia (IEAust), Evolutionary Programming Society (EPS), Institution of Electrical Engineers (IEE)",
• ISBN = "0-7803-7804-0",
• keywords = "genetic algorithms, genetic programming, genetic network programming, Decision making, Dynamic programming, Economic indicators, Evolutionary computation, Learning systems, Optimisation methods, Tree data structures, Tree graphs, learning (artificial intelligence), search problems, dynamical environments, evolutionary algorithm, learning algorithm, network structures, search ability, wide solution space,",
• DOI = "doi:10.1109/CEC.2003.1299558",
• abstract = "A new evolutionary algorithm named genetic network programming, GNP has been proposed. GNP represents its solutions as network structures, which can improve the expression and search ability. Since GA, GP, and GNP already proposed are based on evolution and they cannot change their solutions until one generation ends, we propose GNP with learning and evolution in order to adapt to a dynamical environment quickly. Learning algorithm improves search speed for solutions and evolutionary algorithm enables GNP to search wide solution space efficiently.",
• notes = "CEC 2003 - A joint meeting of the IEEE, the IEAust, the EPS, and the IEE.",

}

Genetic Programming entries for Shingo Mabu Kotaro Hirasawa Jinglu Hu

Citations