Foundations of Genetic Programming
William B. Langdon
Foundations of Genetic Programming - Springer 2001 - xv, 260 pages : illustrations ; 24 cm
1. Introduction -- 2. Fitness Landscapes -- 3. Program Component Schema Theories -- 4. Pessimistic GP Schema Theories -- 5. Exact GP Schema Theorems -- 6. Lessons from the GP Schema Theory -- 7. The Genetic Programming Search Space -- 8. The GP Search Space: Theoretical Analysis -- 9. Example I: The Artificial Ant -- 10. Example II: The Max Problem -- 11. GP Convergence and Bloat -- 12. Conclusions.
9788181287502
Genetic programming (Computer science)
006.3/1 LAN-F
Foundations of Genetic Programming - Springer 2001 - xv, 260 pages : illustrations ; 24 cm
1. Introduction -- 2. Fitness Landscapes -- 3. Program Component Schema Theories -- 4. Pessimistic GP Schema Theories -- 5. Exact GP Schema Theorems -- 6. Lessons from the GP Schema Theory -- 7. The Genetic Programming Search Space -- 8. The GP Search Space: Theoretical Analysis -- 9. Example I: The Artificial Ant -- 10. Example II: The Max Problem -- 11. GP Convergence and Bloat -- 12. Conclusions.
9788181287502
Genetic programming (Computer science)
006.3/1 LAN-F