Fundamentals of Soft Computing and Intelligent System, 1/e
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Fundamentals of Soft Computing and Intelligent System, 1/e

Author : Padam Gulwani & Anshuman Sharma
© Year : 2012
ISBN : 9789381141731
Pages : 272
Binding : Paperback
Weight : 0.37   kg
Discount : 20.00  %
Price :   24.00      19.20

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  • About the Book
  • Salient Features
  • Table of Contents
  • About the Author

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 mainly comprises fuzzy logic, neural networks and probabilistic reasoning techniques. It tries to imitate human reasoning particularly in computer environment. It deals with problems like imprecision, uncertainty and learning. Soft computing systems are adaptive and intelligent in nature and we may effortlessly construct systems and models which are simple applicable, user-friendly and fast with respect to computing. The book also focuses on fuzzy logic and neural networks and areas related to soft computing.

 

  • Basics of soft computing, its importance and applications in various fields with suitable examples.
  • Use, applications, advantages and disadvantages of neural network and its comparison with similar techniques.
  • Basic concepts of supervised learning, its applications and comparison with similar technologies.
  • Advantages of unsupervised learning, its comparison with similar technologies and various applications like SOM Boltzman machine, Hopfield network, etc.
  • Concepts of genetic algorithm and its applications.
  • Concepts of fuzzy logic, its comparison with similar techniques, dynamic properties as well as the internal structure of the fuzzy rules.

  • Artificial Intelligence and Soft Computing
  • Introduction to Neural Network
  • Supervised Learning Technique
  • Unsupervised Learning
  • Genetic Algorithm
  • Fuzzy Logic
  • Glossary
  • Index

Padam Gulwani :- Padam Gulwani, Associate Professor and Head, Department of Computer Science & Engineering, People's College of Research & Technology, Bhopal, obtained his M.Tech from R.G.P.V Bhopal. He has published several research papers in national and international journals. He is member of International Association of Engineers (IAENG); International Association of Computer Science and Information Technology (IACSIT); International Association of Engineers and Scientists (IAEST); and Universal Association of Computer and Electronics Engineers (UACEE). He is on the editorial board of various reputed national and international journals. His research interests include data mining, data warehousing, neural network, information storage, data base system etc.

Anshuman Sharma :- Anshuman Sharma is Associate Professor Computer Science & Engineering Department, People’s College of Research & Technology, Bhopal. He obtained his M.Tech from R.G.P.V Bhopal. He has published many research papers in national and international journals. He is member of International Association of Engineers (IAENG); International Association of Computer Science and Information Technology (IACSIT); International Association of Engineers and Scientists (IAEST); and Universal Association of Computer and Electronics Engineers (UACEE). He is on the editorial board of various national and international journals. His research interests include data mining, neural network, network security, information storage etc.

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