Genetic Programming - An Introduction

Klappentext This unique introduction to GP provides a detailed overview of the subject and its antecedents, with extensive references to the published and on-line 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. Zusammenfassung Offers an introduction to genetic programming. This work explains the fundamental theory and important algorithms. It includes practical discussions covering potential applications and real-world implementation techniques. It is suitable for software professionals needing to understand and apply GP concepts. Inhaltsverzeichnis 1 Genetic Programming as Machine Learning 2 Genetic Programming and Biology 3 Computer Science and Mathematical Basics 4 Genetic Programming as Evolutionary Computation 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 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 A Printed and Recorded Resources B Information Available on the Internet C GP Software D Events

Product details

• Authors: Banzhaf, Wolfgang Banzhaf, Wolfgang Nordin Banzhaf, Banzhaf Wolfgang, Frank D Francone, Frank D. Francone, Francone Frank D., Robert E Keller, Robert E. Keller, Keller Robert E., Peter Nordin, Nordin Peter
• Publisher: ELSEVIER SCIENCE BV
• Languages: English
• Product format: Hardback
• Released: 24.02.1998
• EAN: 9781558605107
• ISBN: 978-1-55860-510-7
• No. of pages: 512
• Series: The Morgan Kaufmann Series in Artificial Intelligence; Morgan Kaufmann Series in Arti; The Morgan Kaufmann Series in Artificial Intelligence; Morgan Kaufmann Series in Arti; The Morgan Kaufmann Artificial
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Programming languages; Genetik, Künstliche Intelligenz, Künstliches Leben, Computerhardware, Software Engineering, COMPUTERS / Software Development & Engineering / General, COMPUTERS / Intelligence (AI) & Semantics, COMPUTERS / Computer Graphics, Computers - General Information, COMPUTERS / Data Science / Machine Learning