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Posted to issues@commons.apache.org by "Gilles Sadowski (Jira)" <ji...@apache.org> on 2022/12/12 00:05:00 UTC

[jira] [Updated] (MATH-1643) Implementation of multi-threading in Genetic Algorithm and parallel GA with multiple populations.

     [ https://issues.apache.org/jira/browse/MATH-1643?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Gilles Sadowski updated MATH-1643:
----------------------------------
    Fix Version/s: 4.X
                       (was: 4.0)

> 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.X
>
>
> 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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