Cooperation of the Fittest
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @TechReport{Haynes:1996:CF,
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author = "Thomas Haynes and Sandip Sen",
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title = "Cooperation of the Fittest",
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number = "UTULSA-MCS-96-09",
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institution = "The University of Tulsa",
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year = "1996",
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month = apr # " 12,",
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size = "9+ pages",
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keywords = "genetic algorithms, genetic programming",
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broken = "http://euler.mcs.utulsa.edu/~haynes/coopevol.ps",
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URL = "http://citeseer.ist.psu.edu/cache/papers/cs/2230/http:zSzzSzeuler.mcs.utulsa.eduzSz~hayneszSzcoopevol.pdf/haynes96cooperation.pdf",
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URL = "http://citeseer.ist.psu.edu/haynes96cooperation.html",
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abstract = "We introduce a cooperative co-evolutionary system to
facilitate the development of teams of heterogeneous
agents. We believe that $k$ different behavioral
strategies for controlling the actions of a group of
$k$ agents can combine to form a cooperation strategy
which efficiently achieves global goals. We examine the
on-line adaption of behavioral strategies using genetic
programming. Specifically, we deal with the credit
assignment problem of how to fairly split the fitness
of a team to all of its participants. We present
several crossover mechanisms in a genetic programming
system to facilitate the evolution of more than one
member in the team during each crossover operation. Our
goal is to reduce the time needed to either evolve a
good team or reach convergence.",
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notes = "evolution of cooperation (multi-agent,multi-tree) NOT
coevolution of fitness function evolution. Our printer
barfs on page 9.",
- }
Genetic Programming entries for
Thomas D Haynes
Sandip Sen
Citations