Fundamentals of Soft Computing and Intelligent System - Softcover

Padam Gulwani (author) & Anshuman Sharma (author)

Softcover

ISBN 10: 9381141738 ISBN 13: 9789381141731

Publisher: IK International 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.

Edition details

• Publisher: IK International Pvt. Ltd
• Publication date: 2012
• Language: English
• ISBN 10: 9381141738
• ISBN 13: 9789381141731
• Binding: Paperback
• Number of pages: 272