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De multi thread #553

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jenyav94
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Summary

This PR aims to introduce the batch fitness evaluation scheme to enhance the de algorithm.

Overview

  • This PR preserves the previous functionality as a fallback when bfe is not initialized.
  • When bfe is initialized, all mutations are calculated prior to fitness function evaluation, which is then performed in a batch.
  • The PR separates mutation and population update into distinct functions for improved code organization.

@bluescarni
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@jenyav94 thanks for the PR and sorry for the delay in replying.

I have asked @darioizzo to take a look as he is the author of the original algorithm, but he won't be able to spend time on this until the end of the month or so.

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