Examples by Feature Category

These examples are the problems published in the pyXla paper.

• Statistical
  • Objective Distribution (distr_F)
  • Violation Distribution (distr_V)
  • Correlation of Values (corr)
  • Correlation of Ranks (corr_ranks)
  • Variable importance (X_imp)
• Rank-based
  • Pareto Rank Distribution (distr_Par)
  • Deb’s Feasibility Rule Ranking Distribution (distr_Deb)
• Distance-based
  • Fitness Distance Correlation (FDC)
  • Violation Distance Correlation (VDC)
  • Rank Distance Correlation (RDC)
  • Pairwise Distance Correlation (PDC)
  • Dispersion of the Best Solutions (disp_best)
• Neighbourhood-based
  • Neighbouring Solutions’ Objective (Fitness) Values Correlation (NFC)
  • Neighbouring Solutions’ Violation Values Correlation (NVC)
  • Neighbouring Solutions’ Ranks Correlation (NRC)