Soft Computing

Techniques and its Applications in Electrical Engineering

  • D. K. Chaturvedi

Part of the Studies in Computational Intelligence book series (SCI, volume 103)

About this book

Introduction

Taking inspiration from the brain structure (neurons), linguistic rather than precise way of description by humans (not so cold, very warm), genetics and the behaviour of birds and ants in the nature, new techniques for the solution of various problems have been developed over the past three decades or so. All these techniques are broadly classified as artificial intelligence or computational intelligence.

Artificial intelligence encompasses methods like artificial neural networks and fuzzy logic. Computational intelligence includes optimization methods such as genetic algorithm, evolutionary algorithm, arts colony, particle swarm optimization, etc. and their variations. Feasibility of the application of these techniques in various control and optimization problems has been investigated extensively and these techniques have been applied to physical systems in a number of cases.

With the computational power now available, importance of this relatively new branch of knowledge, that is heavily dependent on soft computing, will grow significantly in the future. The appearance of a book like this one helps spread awareness about the new techniques based on soft computing and is thus a welcome addition.

In this book a cross-section of these techniques is introduced and their applications illustrated by examples from physical systems based on the author’s own research. It will provide a good introduction to a reader interested in this subject.

Om P. Malik, Professor Emeritus, University of Calgary

Keywords

Electrical Engineering Fuzzy Simulation Soft Computing algorithms artificial neural network computer simulation consciousness fuzzy logic fuzzy system genetic algorithms learning linear optimization logic supervised learning

Authors and affiliations

  • D. K. Chaturvedi
    • 1
  1. 1.Department of Electrical Engineering & Faculty of Engineering Dayalbagh Educational InstituteDeemed UniversityDayalbagh AgraIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-77481-5
  • Copyright Information Springer Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-77480-8
  • Online ISBN 978-3-540-77481-5
  • Series Print ISSN 1860-949X
  • About this book