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https://issues.apache.org/jira/browse/MATH-1643?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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AVIJIT BASAK updated MATH-1643:
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Description: Current implementation of Genetic Algorithm does not use
*multi-threading* during optimization process. A multi-threading approach would
be required to enable usage of multiple cores of user CPU. This would also
enable implementation of *parallel GA* with multiple populations where each
population would converge independently, and the list of converged populations
will be returned to caller. (was: Current implementation of Genetic Algorithm
does not use *multi-threading* during optimization process. A multi-threading
approach would be required to enable usage of multiple cores of user CPU. This
would also enable implementation of *parallel GA* with multiple populations
where each population would converge independently, and the list of converged
population will be returned to caller.)
> Implementation of multi-threading in Genetic Algorithm and parallel GA with
> multiple populations.
> -------------------------------------------------------------------------------------------------
>
> Key: MATH-1643
> URL: https://issues.apache.org/jira/browse/MATH-1643
> Project: Commons Math
> Issue Type: Sub-task
> Affects Versions: 3.6.1
> Reporter: AVIJIT BASAK
> Priority: Major
> Fix For: 4.0
>
>
> Current implementation of Genetic Algorithm does not use *multi-threading*
> during optimization process. A multi-threading approach would be required to
> enable usage of multiple cores of user CPU. This would also enable
> implementation of *parallel GA* with multiple populations where each
> population would converge independently, and the list of converged
> populations will be returned to caller.
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