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Evolution stats #17

Description

@jo-valer

Work to be done

  • During the evolution phase, save in a file the stats about the best individual of current generation, the best ever up to current generation, and the average fitness of all individuals in current generation
  • In show_results.ipynb create and save the line plot comparing such stats over generations

This can provide useful insights of how the whole population evolves (e.g., it may happen that the average fitness drops over time, and we want to avoid such scenario).

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