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Suggestion for improvements to the Optimiser

Some suggestions and observations to improve usability of the optimiser by Michael Abo-Bakr (as far as not already covered in other issues):

  • For 1 or 2 optimisation parameters there is no hypervolume calculation.
  • It would be very nice to get at the end a final best solution in the output (defined with some cost function)
  • .json format is not always ideal for reading or writing new generation files (as starting condition)
  • Not all individuals appear to be really new.
  • Option to adaptively change optimisation parameters (mutation, crossover etc.)