Foundations of Genetic Programming

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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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Detalles Bibliográficos
Autor principal: William B. Langdon
Otros Autores: Riccardo Poli
Formato: Printed Book
Publicado: Springer 2001
Materias:
Genetic programming (Computer science)
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100 |a William B. Langdon 
245 |a Foundations of Genetic Programming 
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520 |a  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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