Artificial Intelligence in Design - Course 177725

Knowledge-Based Design - Course DESC9107



EVOLUTIONARY ALGORITHMS

NOTES

Michael A. Rosenman









Key Centre of Design Computing

Department of Architectural and Design Science

The University of Sydney





      1. EVOLUTIONARY ALGORITHMS                13. CROSSOVER 

      2. EVOLUTIONARY ALGORITHMS (cont.)        14. CROSSOVER (cont.) 

      3. GENERAL METHODOLOGY                    15. MUTATION 

      4. COMPARISON OF ALGORITHMS               16. SELECTION 

      5. NATURE OF EAs                          17. ROULETTE WHEEL SELECTION 

      6.  NATURE OF EAs (cont.)                 18. REPLACEMENT STRATEGIES (cont.) 

      7. TERMINOLOGY AND COMPARISON             19. FITNESS FUNCTION 

      8. GENOTYPE REPRESENTATION                20. CONSTRAINTS

      9. GENOTYPE REPRESENTATION (cont.)        21. SUMMARY 

     10. GENOTYPE REPRESENTATION (cont.)        22. EXAMPLE 

     11. TRANSFORMATION VS DERIVATION           23. EXAMPLE (cont.) 

     12. GENETIC OPERATORS                      24. EXAMPLE (cont.)





                         25. LINKS TO RELEVANT WEB SITES

                         26. THE GENERATION OF FORM - HOUSE PLANS EXAMPLES