Artificial Intelligence: Theory to Applications: Unlocking the Power of Artificial Intelligence: A Comprehensive Guide to Theory and Practical Implementation - Couverture souple

Das, Sima; Kumar, Vikash

 
9786206770169: Artificial Intelligence: Theory to Applications: Unlocking the Power of Artificial Intelligence: A Comprehensive Guide to Theory and Practical Implementation
Couverture souple
ISBN 10 : 6206770168 ISBN 13 : 9786206770169
Editeur : Scholars' Press, 2023

Synopsis

This book provides a comprehensive overview of Artificial Intelligence (AI), covering both its theoretical foundations and practical applications. The book delves into the fundamental principles of AI, including knowledge representation, reasoning, search, and learning algorithms. It explores various AI programming languages such as LISP and PROLOG, and examines formalized symbolic logics to handle inconsistencies and uncertainties in knowledge representation. The concept of probabilistic reasoning and its application in Bayesian networks is discussed, along with the representation of structured knowledge using graphs, frames, and related structures. The book explores object-oriented representations and the utilization of inheritance and instantiation in knowledge representation. Search and control strategies for general problem-solving, production systems, and heuristic search techniques are thoroughly explained. The application of AI in game playing, constraint satisfaction problems, and expert systems is explored, along with matching techniques and knowledge organization and management.

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

Éditeur
Scholars' Press
Date d'édition
2023
Langue
anglais
ISBN 10 
6206770168
ISBN 13 
9786206770169
Reliure
Broché
Nombre de pages
204
Coordonnées du fabricant
non disponible
Personne responsable
non disponible