Soft computing techniques and its applications inelectrical engineering

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 offuzzy 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. Research monograph on soft computing techniques and its applications in electrical engineering INDICE: From the content Foreword.- Preface.- Acknowledgements.- Chapter –1 Introduction to Soft Computing.- Chapter 2 Life History of Brain.- Chapter – 3 Artificial neural network and supervised learning.- Chapter – 4 Factors affecting the Performance ofArtificial Neural Network Models.- Chapter – 5 Development of Generalized Neuron and its Validation.- Chapter – 6 Applications of Generalized Neuron Models.- Chapter – 7 Introduction to Fuzzy Set Theoretic Approach.- Chapter – 8 Applications of Fuzzy Rule Based System.- Chapter – 9 Genetic Algorithms.- Chapter – 10 Applications Genetic Algorithms to Load Forecasting Problem.- Chapter 11 Synergism of Genetic Algorithms and Fuzzy Systems for Power System Applications.- Chapter – 12 Integration of Neural Networks and Fuzzy Systems.- Chapter 13 ANN - GA-Fuzzy Synergism and its Applications.- Bibliography.- Glossary.- I. Artificial Neural Network.- Fuzzy Systems.

• ISBN: 978-3-540-77480-8
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 540
• Fecha Publicación: 01/03/2008
• Nº Volúmenes: 1
• Idioma: Inglés