Soft Computing: Techniques and its Applications in Electrical Engineering

Front Cover
Springer Science & Business Media, Aug 20, 2008 - Computers - 612 pages

Intuitive 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
Index
609

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