Improvements to Function Minimization Example #36
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Handful of changes to the Function Minimization example that improve robustness during evolution and result in a (in my opinion) better search function at the end. Summary of changes:
multiprocessinginstead ofconcurrent.featuresbecause the latter uses threads which, turns out, can't actually be killed from within the control loopsafe_floatandfloatvalueanddistancefromevaluate_stage1since they aren't metrics (might not have values between 0 and 1)evaluate_functionfrom Evolve Block scope because this function shouldn't be modified