Artificial Intelligence With Uncertainty - Couverture rigide

Li, Deyi; Du, Yi

Couverture rigide

ISBN 10 : 1584889985 ISBN 13 : 9781584889984

Editeur : Chapman & Hall/CRC, 2007

Synopsis

The information deluge currently assaulting us in the 21st century is having a profound impact on our lifestyles and how we work. We must constantly separate trustworthy and required information from the massive amount of data we encounter each day. Through mathematical theories, models, and experimental computations, Artificial Intelligence with Uncertainty explores the uncertainties of knowledge and intelligence that occur during the cognitive processes of human beings. The authors focus on the importance of natural language-the carrier of knowledge and intelligence-for artificial intelligence (AI) study.

This book develops a framework that shows how uncertainty in AI expands and generalizes traditional AI. It describes the cloud model, its uncertainties of randomness and fuzziness, and the correlation between them. The book also centers on other physical methods for data mining, such as the data field and knowledge discovery state space. In addition, it presents an inverted pendulum example to discuss reasoning and control with uncertain knowledge as well as provides a cognitive physics model to visualize human thinking with hierarchy.

With in-depth discussions on the fundamentals, methodologies, and uncertainties in AI, this book explains and simulates human thinking, leading to a better understanding of cognitive processes.

A propos du livre

À propos de l'auteur

Tsinghua University, Beijing, China Network Management Center, Beijing, China

Détails de l'édition

• Éditeur: Chapman & Hall/CRC
• Date d'édition: 2007
• Langue: anglais
• ISBN 10: 1584889985
• ISBN 13: 9781584889984
• Reliure: Relié
• Nombre de pages: 363
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible