Genetic Network Programming with Automatically Generated Variable Size Macro Nodes
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Nakagoe:2004:GNPwAGVSMN,
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title = "Genetic Network Programming with Automatically
Generated Variable Size Macro Nodes",
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author = "Hiroshi Nakagoe and Kotaro Hirasawa and Jinglu Hu",
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pages = "713--719",
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booktitle = "Proceedings of the 2004 IEEE Congress on Evolutionary
Computation",
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year = "2004",
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publisher = "IEEE Press",
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month = "20-23 " # jun,
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address = "Portland, Oregon",
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ISBN = "0-7803-8515-2",
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keywords = "genetic algorithms, genetic programming, Evolutionary
intelligent agents, Poster Session",
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DOI = "doi:10.1109/CEC.2004.1330929",
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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.",
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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