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Posted to issues@commons.apache.org by "AVIJIT BASAK (Jira)" <ji...@apache.org> on 2022/03/28 07:47:00 UTC

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

AVIJIT BASAK created MATH-1643:
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             Summary: 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
             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 best result will be accepted as a solution.



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