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Foundations of Genetic Programming
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: T...
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| Format: | Printed Book |
| Publicat: |
Springer
2001
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| Matèries: |
| Sumari: | 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. |
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| Descripció física: | xv, 260 pages : illustrations ; 24 cm |
| ISBN: | 9788181287502 |