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Book Cover
Book
Author Koza, John R.

Title Genetic programming II : automatic discovery of reusable programs / John R. Koza
Published Cambridge, Mass. : MIT Press, [1994]
©1994

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Location Call no. Vol. Availability
 W'PONDS  006.31 Koz/Gpt  AVAILABLE
Description xx, 746 pages : illustrations ; 26 cm
Series Complex adaptive systems
Complex adaptive systems.
Contents 1. Introduction -- 2. Background on Genetic Algorithms, LISP, and Genetic Programming -- 3. Hierarchical Problem-Solving -- 4. Introduction to Automatically Defined Functions - The Two-Boxes Problem -- 5. Problems that Straddle the Breakeven Point for Computational Effort -- 6. Boolean Parity Functions -- 7. Determining the Architecture of the Program -- 8. The Lawnmower Problem -- 9. The Bumblebee Problem -- 10. The Increasing Benefits of ADFs as Problems are Scaled Up -- 11. Finding an Impulse Response Function -- 12. Artificial Ant on the San Mateo Trail -- 13. Obstacle-Avoiding Robot -- 14. The Minesweeper Problem -- 15. Automatic Discovery of Detectors for Letter Recognition -- 16. Flushes and Four-of-a-Kinds in a Pinochle Deck -- 17. Introduction to Biochemistry and Molecular Biology -- 18. Prediction of Transmembrane Domains in Proteins -- 19. Prediction of Omega Loops in Proteins -- 20. Lookahead Version of the Transmembrane Problem
21. Evolutionary Selection of the Architecture of the Program -- 22. Evolution of Primitives and Sufficiency -- 23. Evolutionary Selection of Terminals -- 24. Evolution of Closure -- 25. Simultaneous Evolution of Architecture, Primitive Functions, Terminals, Sufficiency, and Closure -- 26. The Role of Representation and the Lens Effect -- 27. Conclusion -- Appendix A: List of Special Symbols -- Appendix B: List of Special Functions -- Appendix C: List of Type Fonts -- Appendix D: Default Parameters -- Appendix E: Computer Implementation -- Appendix F: Annotated Bibliography of Genetic Programming -- Appendix G: Electronic Mailing List and Public Repository
Analysis Programming
Notes "A Bradford book."
Bibliography Includes bibliographical references (page [719] and index
Subject Computer programming.
Electronic digital programming -- Programming
Genetic programming (Computer science)
LC no. 94076375
ISBN 0262111896
Other Titles Genetic programming 2
Genetic programming two
Genetic programming 2
Genetic programming two