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Computational Intelligence Techniques for Direct and Inverse Modelling

Language EnglishEnglish
Book Paperback
Book Computational Intelligence Techniques for Direct and Inverse Modelling Babita Majhi
Libristo code: 13516191
Publishers LAP Lambert Academic Publishing, November 2015
This book deals with the following real time problems: (i) Development of accurate direct and invers... Full description
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66.65 €
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This book deals with the following real time problems: (i) Development of accurate direct and inverse models of complex plants using some novel architecture and new learning techniques. (ii) Development of new training rules which alleviates local minima problem during training and thus help in generating improved adaptive models. (iii)Development of robust training strategy which is less sensitive to outliers in training and thus to create identification and equalization models which are robust against outliers. In essence, this book proposed many new and efficient algorithms and structure for identification and equalization task such as distributed algorithms, robust algorithms, algorithms for pole-zero identification and Hammerstein models. All these new methods are shown to be better in terms of performance, speed of computation or accuracy of results.

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About the book

Full name Computational Intelligence Techniques for Direct and Inverse Modelling
Author Babita Majhi
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 280
EAN 9783659907364
Libristo code 13516191
Publishers LAP Lambert Academic Publishing
Weight 433
Dimensions 150 x 220 x 17

Categories

Computing & Information Technology > Information technology: general issues
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