Exploitation and Exploration

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(Swarm Intelligence)
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== Swarm Intelligence ==
== Swarm Intelligence ==
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Systems with [[Swarm Intelligence|swarm intelligence]] are to achieve
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Systems which use [[Swarm Intelligence|swarm intelligence]] are often able
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an optimal balance between exploration and exploitation.
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to achieve the right balance between exploration and exploitation.
During food foraging, colonies and swarms must achieve a good trade-off
During food foraging, colonies and swarms must achieve a good trade-off
between exploration (search new sources) and exploitation (use known sources).
between exploration (search new sources) and exploitation (use known sources).
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The lower the number of dances, the larger is number of scouts which
The lower the number of dances, the larger is number of scouts which
explore new areas.
explore new areas.
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== Books ==
== Books ==
* Holland, J. H. 1992. Adaptation in Natural and Artificial Systems. Cambridge, MA: MIT Press. First edition, 1975
* Holland, J. H. 1992. Adaptation in Natural and Artificial Systems. Cambridge, MA: MIT Press. First edition, 1975

Revision as of 16:25, 5 September 2009

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