Genetic Programming: An Introduction (Record no. 293635)

MARC details
000 -LEADER
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
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last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
        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