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Computational Intelligence Techniques for Direct and Inverse Modelling

Name: Computational Intelligence Techniques for Direct and Inverse Modelling
Brand: LAP Lambert Academic Publishing
SKU: 13516191
Price: 69.79 EUR
Availability: InStock
Author: Babita Majhi
ISBN: 9783659907364

Babita Majhi

Language

English

Book Paperback

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

Libristo code: 13516191

171 b

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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

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