Mathematical Methods Artificial Intelligence - Couverture souple

A. Bender, Edward

 
9780818672002: Mathematical Methods Artificial Intelligence
Couverture souple
ISBN 10 : 0818672005 ISBN 13 : 9780818672002
Editeur : John Wiley & Sons, 1996

Synopsis

Mathematical Methods in Artificial Intelligence introduces the student to the important mathematical foundations and tools in AI and describes their applications to the design of AI algorithms. This useful text presents an introductory AI course based on the most important mathematics and its applications. It focuses on important topics that are proven useful in AI and involve the most broadly applicable mathematics.

The book explores AI from three different viewpoints: goals, methods or tools, and achievements and failures. Its goals of reasoning, planning, learning, or language understanding and use are centered around the expert system idea. The tools of AI are presented in terms of what can be incorporated in the data structures. The book looks into the concepts and tools of limited structure, mathematical logic, logic-like representation, numerical information, and nonsymbolic structures.

The text emphasizes the main mathematical tools for representing and manipulating knowledge symbolically. These are various forms of logic for qualitative knowledge, and probability and related concepts for quantitative knowledge. The main tools for manipulating knowledge nonsymbolically, as neural nets, are optimization methods and statistics. This material is covered in the text by topics such as trees and search, classical mathematical logic, and uncertainty and reasoning. A solutions diskette is available, please call for more information.

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

À propos de l?auteur

Edward A. Bender is the author of Mathematical Methods in Artificial Intelligence, published by Wiley.

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

Éditeur
John Wiley & Sons
Date d'édition
1996
Langue
anglais
ISBN 10 
0818672005
ISBN 13 
9780818672002
Reliure
Broché
Nombre de pages
668
Coordonnées du fabricant
non disponible
Personne responsable
non disponible