Artificial Intelligence: A Systems Approach - Couverture rigide

Jones, M.Tim

 
9780977858231: Artificial Intelligence: A Systems Approach
Couverture rigide
ISBN 10 : 0977858235 ISBN 13 : 9780977858231
Editeur : Infinity Science Press, 2007

Synopsis

Book by M Tim Jones

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Infinity Science Press
Date d'édition
2007
Langue
anglais
ISBN 10 
0977858235
ISBN 13 
9780977858231
Reliure
Relié
Nombre de pages
500
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780763773373: Artificial Intelligence: A Systems Appraoch

Edition présentée

ISBN 10 :  0763773379 ISBN 13 :  9780763773373
Editeur : Jones and Bartlett Publishers, Inc, 2009
Couverture rigide