Towards Automatic Discovery and Reuse of Subroutines in Variable Size Genetic Network Programming
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gp-bibliography.bib Revision:1.8010
- @InProceedings{Li:2012:CECa,
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title = "Towards Automatic Discovery and Reuse of Subroutines
in Variable Size Genetic Network Programming",
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author = "Bing Li and Xianneng Li and Shingo Mabu and
Kotaro Hirasawa",
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pages = "485--492",
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booktitle = "Proceedings of the 2012 IEEE Congress on Evolutionary
Computation",
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year = "2012",
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editor = "Xiaodong Li",
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month = "10-15 " # jun,
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DOI = "doi:10.1109/CEC.2012.6256512",
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size = "8 pages",
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address = "Brisbane, Australia",
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ISBN = "0-7803-8515-2",
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keywords = "genetic algorithms, genetic programming, Genetic
Network Programming, Algorithms",
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abstract = "This paper presents an algorithm to discover and reuse
subroutines in Variable Size Genetic Network
Programming (GNPvs) called Subroutine embedded GNPvs
(SGNPvs). GNPvs is a general type of GNP, which has a
direct graph representation with changeable size. In
order to improve the performance of GNPvs, SGNPvs has
been proposed, in which a subroutine mechanism has been
introduced to GNPvs by module acquisition. In SGNPvs,
useful subgraphs are extracted and reused for
individuals. Through extracting new subroutines to
replace the old subroutines, SGNPvs can evolve the
subroutines as well as evolve the individuals. The
simulation results verify the performance of SGNPvs on
a well-known dynamic multi-agent test bed --
Tileworld.",
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notes = "WCCI 2012. CEC 2012 - A joint meeting of the IEEE, the
EPS and the IET.",
- }
Genetic Programming entries for
Bing Li
Xianneng Li
Shingo Mabu
Kotaro Hirasawa
Citations