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Soft computing : techniques and its applications in electrical engineering

Author: Devendra K Chaturvedi
Publisher: Berlin ; New York : Springer, 2008.
Series: Studies in computational intelligence, 103.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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.  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Chaturvedi, Devendra K.
Soft computing.
Berlin ; New York : Springer, 2008
(DLC) 2008920252
(OCoLC)209334678
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Devendra K Chaturvedi
ISBN: 9783540774815 3540774815 9783540774808 3540774807
OCLC Number: 272298881
Description: 1 online resource (xxii, 612 pages) : illustrations.
Contents: To Soft Computing --
Life History of Brain --
Artificial Neural Network and Supervised Learning --
Factors Affecting the Performance of Artificial Neural Network Models --
Development of Generalized Neuron and Its Validation --
Applications of Generalized Neuron Models --
to Fuzzy Set Theoretic Approach --
Applications of Fuzzy Rule Based System --
Genetic Algorithms --
Applications of Genetic Algorithms to Load Forecasting Problem --
Synergism of Genetic Algorithms and Fuzzy Systems for Power System Applications --
Integration of Neural Networks and Fuzzy Systems --
ANN {u2013} GA-Fuzzy Synergism and Its Applications.
Series Title: Studies in computational intelligence, 103.
Responsibility: Devendra K. Chaturvedi.

Abstract:

This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA. The approach in this book is to provide an understanding of the soft  Read more...

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