Emergence of the cooperative behavior using ADG; Automatically Defined Groups
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{hara:1999:EAADG,
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author = "Akira Hara and Tomoharu Nagao",
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title = "Emergence of the cooperative behavior using {ADG};
Automatically Defined Groups",
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booktitle = "Proceedings of the Genetic and Evolutionary
Computation Conference",
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year = "1999",
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editor = "Wolfgang Banzhaf and Jason Daida and
Agoston E. Eiben and Max H. Garzon and Vasant Honavar and
Mark Jakiela and Robert E. Smith",
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volume = "2",
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pages = "1039--1046",
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address = "Orlando, Florida, USA",
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publisher_address = "San Francisco, CA 94104, USA",
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month = "13-17 " # jul,
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publisher = "Morgan Kaufmann",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "1-55860-611-4",
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URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-415.ps",
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URL = "http://www.ints.info.hiroshima-cu.ac.jp/~ahara/GECCO99.ps",
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size = "8 pages",
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abstract = "In producing a multi-agent team which solves problem
cooperatively by means of Genetic Programming (GP), it
seems that a heterogeneous team performs better than a
homogeneous team. In a heterogeneous team, however, as
the number of agents increases, the size of the search
space becomes vast and the efficiency of search
decreases. One of the solutions of this problem is to
divide a team into the proper number of groups, and to
provide the same program for the all agents belonging
to the same group. However it is difficult to know the
adequate team structure beforehand. In order to solve
these we have proposed a method called Automatically
Defined Groups. we applied this method to a simple
transportation problem and a modified Tile World
problem, and confirmed that the optimal team structure
was acquired in each problem.",
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notes = "GECCO-99 A joint meeting of the eighth international
conference on genetic algorithms (ICGA-99) and the
fourth annual genetic programming conference (GP-99)",
- }
Genetic Programming entries for
Akira Hara
Tomoharu Nagao
Citations