Genetic Programming: An Introduction (Record no. 293635)
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000 -LEADER | |
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fixed length control field | 01631nam a2200157Ia 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 8131201325 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.31 BAN-G .CM |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Wolfgang Banzhaf |
245 ## - TITLE STATEMENT | |
Title | Genetic Programming: An Introduction |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | 2006 |
Name of publisher, distributor, etc. | Morgan Kaufmann Publishers ; Reed Elsevier India Private Limited |
Date of publication, distribution, etc. | New Delhi |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xix; 470p. |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | I. Prerequisites of Genetic Programming. 1. Genetic Programming as Machine Learning. 2. Genetic Programming and Biology. 3. Computer Science and Mathematical Basics. 4. Genetic Programming as Evolutionary Computation -- II. Genetic Programming Fundamentals. 5. Basic Concepts -- The Foundation. 6. Crossover -- The Center of the Storm. 7. Genetic Programming and Emergent Order. 8. Analysis -- Improving Genetic Programming with Statistics -- III. Advanced Topics in Genetic Programming. 9. Different Varieties of Genetic Programming. 10. Advanced Genetic Programming. 11. Implementation -- Making Genetic Programming Work. 12. Applications of Genetic Programming. 13. Summary and Perspectives. |
520 ## - SUMMARY, ETC. | |
Summary, etc. | This unique introduction to GP provides a detailed overview of the subject and its antecedents with extensive references to the published and online literature. In addition to explaining the fundamental theory and important algorithms, the text includes practical discussions covering a wealth of potential applications and real-world implementation techniques. Software professionals needing to understand and apply GP concepts will find this book an invaluable practical and theoretical guide. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Genetic programming (Computer science) |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Book |
Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Price effective from | Koha item type |
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Dept. of Computational Biology and Bioinformatics | Dept. of Computational Biology and Bioinformatics | Processing Center | 01/09/2015 | 1 | 006.31 BAN-G .CM | DCB209 | 16/01/2018 | 10/07/2017 | 19/07/2019 | Book |