Soft Computing: Techniques and its Applications in Electrical EngineeringIntuitive consciousness/ wisdom is also one of the frontline areas in soft computing, which has to be always cultivated by meditation. This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA and it is hoped that it would be quite useful to study the fundamental concepts on these topics for the pursuit of allied research. The approach in this book is to provides an understanding of the soft computing field, to work through soft computing using examples, to integrate pseudo - code operational summaries and Matlab codes, to present computer simulation, to include real world applications and to highlight the distinctive work of human consciousness in machine. "I believe the chapters would help in understanding not only the basic issues and characteristic features of soft computing, but also the aforesaid problems of CTP and in formulating possible solutions. Dr. Chaturvedi deserves congratulations for bringing out the nice piece of work." Sankar K. Pal, Director Indian Statistical Institute |
Contents
Foreword | 1 |
XIII | 11 |
3 | 23 |
4 | 51 |
4 | 82 |
Applications of Generalized Neuron Models | 123 |
Introduction to Fuzzy Set Theoretic Approach 223 | 222 |
Applications of Fuzzy Rule Based System | 295 |
Synergism of Genetic Algorithms and Fuzzy Systems | 403 |
87 | 419 |
Integration of Neural Networks and Fuzzy Systems | 479 |
ANN GAFuzzy Synergism and Its Applications 501 | 500 |
References | 509 |
Glossary | 557 |
CCode For Fuzzy System | 567 |
Data For 26Bus System 589 | 588 |
Genetic Algorithms | 363 |
Applications of Genetic Algorithms to Load Forecasting | 382 |
Data For Modified IEEE 30Bus System 599 | 598 |
609 | |
Other editions - View all
Soft Computing: Techniques and its Applications in Electrical Engineering Devendra K. Chaturvedi No preview available - 2010 |