Soft computing : (for engineering students) /
Kumar, K. Vinoth
Soft computing : (for engineering students) / K. Vinoth Kumar - New Delhi, India : S.K. Katarian & Sons, c2010 - 340 pages : illustrations ; 24 cm
Includes bibliographical references and index.
1. Introduction -- 2. Introduction to neural networks -- 3. Artificial neural model -- 4. Single layer feedforward neural network -- 5. Multilayer feedforward neural networks -- 6. Associative memory network -- 7. Classical and fuzzy sets -- 8. Fuzzy logic system components -- 9. Neural netwrok application -- 10. Genetic algorithms -- 11. Neuro-fuzzy systems -- 12. Fuzzy arithmetic -- 13. Fuzzy logic -- 14. Uncertainty based information
This book attempts to provide the reader with basic concepts and enginnering applications of fuzzy logic, neural network's and genetic algorthims. Back in 2000, the absence of any state-of-the-art (Indian domain) textbook foprced me to write this book.
9789350140079
SOFT COMPUTING
QA 76.76.A65 .K86 [2010]
Soft computing : (for engineering students) / K. Vinoth Kumar - New Delhi, India : S.K. Katarian & Sons, c2010 - 340 pages : illustrations ; 24 cm
Includes bibliographical references and index.
1. Introduction -- 2. Introduction to neural networks -- 3. Artificial neural model -- 4. Single layer feedforward neural network -- 5. Multilayer feedforward neural networks -- 6. Associative memory network -- 7. Classical and fuzzy sets -- 8. Fuzzy logic system components -- 9. Neural netwrok application -- 10. Genetic algorithms -- 11. Neuro-fuzzy systems -- 12. Fuzzy arithmetic -- 13. Fuzzy logic -- 14. Uncertainty based information
This book attempts to provide the reader with basic concepts and enginnering applications of fuzzy logic, neural network's and genetic algorthims. Back in 2000, the absence of any state-of-the-art (Indian domain) textbook foprced me to write this book.
9789350140079
SOFT COMPUTING
QA 76.76.A65 .K86 [2010]