Artificial Intelligence: A Systems Approach - Hardcover

Jones, M.Tim

Hardcover

ISBN 10: 0977858235 ISBN 13: 9780977858231

Publisher: Infinity Science Press, 2008

Synopsis

This book offers students and AI programmers a new perspective on the study of artificial intelligence concepts. The essential topics and theory of AI are presented, but it also includes practical information on data input & reduction as well as data output (i.e., algorithm usage). Because traditional AI concepts such as pattern recognition, numerical optimization and data mining are now simply types of algorithms, a different approach is needed. This sensor / algorithm / effecter approach grounds the algorithms with an environment, helps students and AI practitioners to better understand them, and subsequently, how to apply them. The book has numerous up to date applications in game programming, intelligent agents, neural networks, artificial immune systems, and more. A CD-ROM with simulations, code, and figures accompanies the book. Features Covers not only AI theory, but modern applications e.g., game programming, machine learning, swarming, artificial immune systems, genetic algorithms, pattern recognition, numerical optimization, data mining, and more Discusses the various computer languages of AI from LISP to JAVA and Python Includes a CD-ROM with simulations, code, and figures

; 1. Introduction. 2. Search. 3. Games. 4. Logic. 5. Planning. 6. Knowledge Representation. 7. Machine Learning. 8. Probabilistic Reasoning. 9. Stochastic Search. 10. Neural Networks. 11. Intelligent Agents. 12. Hybrid Models. 13. Languages of AI.; M. Tim Jones is an author of numerous articles on a variety of technical subjects. He is also the author of the bestselling, AI Applications 2/E.

Edition details

• Publisher: Infinity Science Press
• Publication date: 2008
• ISBN 10: 0977858235
• ISBN 13: 9780977858231
• Binding: Hardcover
• Language: English
• Number of pages: 500