While I am writing the paper draft I realized that lines 313-321 of the GeneticSearch.py may produce redundant results. I think we may be evaluating the same individuals repeatedly and wasting 10% of our compute time. This code needs reviewing to ensure only new algorithms are used (at least compared to the previous iteration) and we still store the best so far in the hall of fame variable (HOF).
While I am writing the paper draft I realized that lines 313-321 of the GeneticSearch.py may produce redundant results. I think we may be evaluating the same individuals repeatedly and wasting 10% of our compute time. This code needs reviewing to ensure only new algorithms are used (at least compared to the previous iteration) and we still store the best so far in the hall of fame variable (HOF).