Genetic Network Programming with Automatically Generated Variable Size Macro Nodes

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{Nakagoe:2004:GNPwAGVSMN,

• title = "Genetic Network Programming with Automatically Generated Variable Size Macro Nodes",
• author = "Hiroshi Nakagoe and Kotaro Hirasawa and Jinglu Hu",
• pages = "713--719",
• booktitle = "Proceedings of the 2004 IEEE Congress on Evolutionary Computation",
• year = "2004",
• publisher = "IEEE Press",
• month = "20-23 " # jun,
• address = "Portland, Oregon",
• ISBN = "0-7803-8515-2",
• keywords = "genetic algorithms, genetic programming, Evolutionary intelligent agents, Poster Session",
• DOI = "doi:10.1109/CEC.2004.1330929",
• abstract = "Genetic Network Programming (GNP) has directed graph structures as genes, which is extended from other evolutionary computations. Generally, macro instructions are introduced for sub-routines, function localization and so on. In this paper, the new methods of macro instructions are introduced to improve the performances for GNP further more by the mechanism of varying the size of AGMs (Automatically Generated Macro Nodes). This is the mechanism to add and delete nodes according to necessity. In the simulations, comparisons between GNP program only, GNP with conventional AGMs and GNP with variable size AGMs are carried out using the tile world. Simulation results show that the proposed method is better compared with conventional GNP systems.",
• notes = "CEC 2004 - A joint meeting of the IEEE, the EPS, and the IEE.",

}

Genetic Programming entries for Hiroshi Nakagoe Kotaro Hirasawa Jinglu Hu

Citations