Fundamentals of the New Artifical Intelligence - Beyond Traditional Paradigms

Artificial intelligence has grown and diversified rapidly as a field of research and industrial application in recent years. In particular, non-traditional, non-symbolic domains of the field have attracted much interest. These new domains include neural networks, genetic algorithms, fuzzy logic, rough set theory, and chaotic systems. This book covers the most fundamental and widely used material in these new technologies at a fast pace an in an easily understandable fashion. It also introduces the basic ideas of how these technologies may be employed for real-world applications. The book can be used as a textbook or reference for computer science, artificial intelligence, or related disciplines such as engineering, social science, business, and medicine.

List of contents

Introduction. Neural Networks. Neural Networks: Other Models. Genetic Algorithms. Fuzzy Systems. Rough Sets. Chaos.

Product details

• Authors: Toshinori Munakata
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.1998
• EAN: 9780387983028
• ISBN: 978-0-387-98302-8
• No. of pages: 231
• Weight: 605 g
• Illustrations: w. 85 figs.
• Series: Graduate Texts in Computer Science; Graduate Texts in Computer Science
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > Miscellaneous