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- catalog contributor b4449641.
- catalog created "c1992.".
- catalog date "1992".
- catalog date "c1992.".
- catalog dateCopyrighted "c1992.".
- catalog description "1. Introduction and Overview -- 2. Pervasiveness of the Problem of Program Induction -- 3. Introduction to Genetic Algorithms -- 4. The Representation Problem for Genetic Algorithms -- 5. Overview of Genetic Programming -- 6. Detailed Description of Genetic Programming -- 7. Four Introductory Examples of Genetic Programming -- 8. Amount of Processing Required to Solve a Problem -- 9. Nonrandomness of Genetic Programming -- 10. Symbolic Regression -- Error-Driven Evolution -- 11. Control -- Cost-Driven Evolution -- 12. Evolution of Emergent Behavior -- 13. Evolution of Subsumption -- 14. Entropy-Driven Evolution -- 15. Evolution of Strategy -- 16. Co-Evolution -- 17. Evolution of Classification -- 18. Iteration, Recursion, and Setting -- 19. Evolution of Constrained Syntactic Structures -- 20. Evolution of Building Blocks -- 21. Evolution of Hierarchies of Building Blocks -- 22. Parallelization of Genetic Programming -- 23. Ruggedness of Genetic Programming -- 24. Extraneous Variables and Functions -- 25. Operational Issues -- 26. Review of Genetic Programming -- 27. Comparison with Other Paradigms -- 28. Spontaneous Emergence of Self-Replicating and Evolutionarily Self-Improving Computer Programs -- 29. Conclusions -- Appendix A: Computer Implementation -- Appendix B: Problem-Specific Part of Simple LISP Code -- Appendix C: Kernel of the Simple LISP Code -- Appendix D: Embellishments to the Simple LISP Code -- Appendix E: Streamlined Version of EVAL -- Appendix F: Editor for Simplifying S-Expressions -- Appendix G: Testing the Simple LISP Code -- Appendix H: Time-Saving Techniques -- Appendix l: List of Special Symbols -- Appendix J: List of Special Functions.".
- catalog description "Includes bibliographical references (p. [791]-804) and index.".
- catalog extent "xiv, 819 p. :".
- catalog identifier "0262111705".
- catalog isPartOf "Complex adaptive systems".
- catalog issued "1992".
- catalog issued "c1992.".
- catalog language "eng".
- catalog publisher "Cambridge, Mass. : MIT Press,".
- catalog subject "006.3 20".
- catalog subject "Computer programming.".
- catalog subject "Genetic programming (Computer science)".
- catalog subject "QA76.6 .K695 1992".
- catalog tableOfContents "1. Introduction and Overview -- 2. Pervasiveness of the Problem of Program Induction -- 3. Introduction to Genetic Algorithms -- 4. The Representation Problem for Genetic Algorithms -- 5. Overview of Genetic Programming -- 6. Detailed Description of Genetic Programming -- 7. Four Introductory Examples of Genetic Programming -- 8. Amount of Processing Required to Solve a Problem -- 9. Nonrandomness of Genetic Programming -- 10. Symbolic Regression -- Error-Driven Evolution -- 11. Control -- Cost-Driven Evolution -- 12. Evolution of Emergent Behavior -- 13. Evolution of Subsumption -- 14. Entropy-Driven Evolution -- 15. Evolution of Strategy -- 16. Co-Evolution -- 17. Evolution of Classification -- 18. Iteration, Recursion, and Setting -- 19. Evolution of Constrained Syntactic Structures -- 20. Evolution of Building Blocks -- 21. Evolution of Hierarchies of Building Blocks -- 22. Parallelization of Genetic Programming -- 23. Ruggedness of Genetic Programming -- 24. Extraneous Variables and Functions -- 25. Operational Issues -- 26. Review of Genetic Programming -- 27. Comparison with Other Paradigms -- 28. Spontaneous Emergence of Self-Replicating and Evolutionarily Self-Improving Computer Programs -- 29. Conclusions -- Appendix A: Computer Implementation -- Appendix B: Problem-Specific Part of Simple LISP Code -- Appendix C: Kernel of the Simple LISP Code -- Appendix D: Embellishments to the Simple LISP Code -- Appendix E: Streamlined Version of EVAL -- Appendix F: Editor for Simplifying S-Expressions -- Appendix G: Testing the Simple LISP Code -- Appendix H: Time-Saving Techniques -- Appendix l: List of Special Symbols -- Appendix J: List of Special Functions.".
- catalog title "Genetic programming : on the programming of computers by means of natural selection / John R. Koza.".
- catalog type "text".