Examples

Notebooks

• How an XLEMOO method can be used as an interactive multiobjective optimization method
  • Import and helper functions
  • Initialize the problem
  • Initialize an XLEMOO method
  • Run the XLEMOO method
  • Extract and print the rules from skope-rules and complete missing rules
  • Modify variables and explore a new solution
• Extracting rule sets from an explainable LEMOO method
  • Imports
  • Initialize the problem
  • Initialize an XLEMOO method
  • Run the XLEMOO method
  • Extract most accurate rules
  • Extract bounds of the final population and complete missing rules
  • Generate new solutions based on the data to help validate the rules
  • Plot the fitnesses of generated solutions