Genetic Network Programming with Reconstructed Individuals

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

@InProceedings{Ye:2009:cec,

• author = "Fengming Ye and Shigo Mabu and Lutao Wang and Shinji Eto and Kotaro Hirasawa",
• title = "Genetic Network Programming with Reconstructed Individuals",
• booktitle = "2009 IEEE Congress on Evolutionary Computation",
• year = "2009",
• editor = "Andy Tyrrell",
• pages = "854--859",
• address = "Trondheim, Norway",
• month = "18-21 " # may,
• organization = "IEEE Computational Intelligence Society",
• publisher = "IEEE Press",
• keywords = "genetic algorithms, genetic programming, dgenetic network programming, ata structure, directed graph, elite information enhancement, reconstructed individual, data structures, directed graphs",
• isbn13 = "978-1-4244-2959-2",
• file = "P072.pdf",
• DOI = "doi:10.1109/CEC.2009.4983034",
• abstract = "Genetic Network Programming (GNP) is a newly proposed evolutionary approach which can evolve itself and find the optimal solutions. It is a novel method based on the idea of Genetic Algorithm (GA) and uses the data structure of directed graphs. As GNP has been developed for dealing with problems in dynamic environments, many papers have demonstrated that GNP can be applied to many areas such as data mining, forecasting stock markets, elevator control systems, etc. Focusing on GNPs distinguished expression ability of the graph structure, this paper proposes a method named Genetic Network Programming with Reconstructed Individuals (GNP with RI). In the proposed method, the worst individuals are reconstructed and enhanced by the elite information before undergoing genetic operations (mutation and crossover). The phenomenon in the nature, where bad individuals can become smarter after receiving good education. GNP with RI has been applied to the tile-word which is an excellent benchmark for evaluating the proposed architecture. The performance of GNP with RI is compared with conventional GNP demonstrating its superiority.",
• notes = "CEC 2009 - A joint meeting of the IEEE, the EPS and the IET. IEEE Catalog Number: CFP09ICE-CDR Also known as \cite{4983034}",

}

Genetic Programming entries for Fengming Ye Shingo Mabu Lutao Wang Shinji Eto Kotaro Hirasawa

Citations