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Sivanandam, S N

Principles of Soft Computing - 2nd - New Delhi Wiley India Pvt. Ltd. 2011 - 724p.

Chapter 1. Introduction

· Chapter 2. Artificial Neural Network: An Introduction

· Chapter 3. Supervised Learning Network

· Chapter 4. Associative Memory Networks

· Chapter 5. Unsupervised Learning Networks

· Chapter 6. Special Networks

· Chapter 7. Introduction to Fuzzy Logic, Classical Sets and Fuzzy Sets

· Chapter 8. Classical Relations and Fuzzy Relations

· Chapter 9. Membership Functions

· Chapter 10. Defuzzification

· Chapter 11. Fuzzy Arithmetic and Fuzzy Measures

· Chapter 12. Fuzzy Rule Base and Approximate Reasoning

· Chapter 13. Fuzzy Decision Making

· Chapter 14. Fuzzy Logic Control Systems

· Chapter 15. Genetic Algorithm

· Chapter 16. Hybrid Soft Computing Techniques

· Chapter 17. Applications of Soft Computing

· Chapter 18. Soft Computing Techniques Using C and C++

· Chapter 19. MATLAB Environment for Soft Computing Techniques

Bibliography

Sample Question Paper 1

Sample Question Paper 2

Sample Question Paper 3

Sample Question Paper 4

Sample Question Paper 5

Index

ISBN: 9788126527410

Subjects--Topical Terms:
Computer science, Operations research

Dewey Class. No.: 006.3 SIV-P