Fundamentals of Soft Computing and Intelligent System - Couverture souple

Gulwani, Padam; Sharma, Anshuman

Couverture souple

ISBN 10 : 9381141738 ISBN 13 : 9789381141731

Editeur : TechSar Pvt. Ltd, 2012

Synopsis

The book provides the basic concepts and engineering applications of soft computing.

Soft computing is the state-of-the-art approach to artificial intelligence, and comprises fuzzy logic, neural networks and probabilistic reasoning techniques. It tries to imitate human reasoning in a computer environment, and deals with problems like imprecision, uncertainty and learning. Soft computing systems are adaptive and intelligent in nature.

The book discusses:

• The basics of soft computing, its importance and applications in various fields with suitable examples.
• The use, applications, advantages and disadvantages of neural networks.
• The basic concepts of supervised learning and its applications.
• The advantages of unsupervised learning.
• The concepts of genetic algorithms and their applications.
• The concepts of fuzzy logic, similar techniques, dynamic properties and the internal structure of fuzzy rules.

Détails de l'édition

• Éditeur: TechSar Pvt. Ltd
• Date d'édition: 2012
• Langue: anglais
• ISBN 10: 9381141738
• ISBN 13: 9789381141731
• Reliure: Broché
• Nombre de pages: 272
• Coordonnées du fabricant: non disponible