Computational Intelligence Techniques for Direct and Inverse Modelling

Name: Computational Intelligence Techniques for Direct and Inverse Modelling
Brand: LAP Lambert Academic Publishing
SKU: 9783659907364
Price: 68.49 EUR
Availability: InStock

Автор: Babita Majhi

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

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68.49 € 133.96 лв

This book deals with the following real time problems: (i) Development of accurate direct and invers...

Информация за книгата

Автор

Babita Majhi

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

280

EAN

9783659907364

Enbook ID

13516191

Издател

LAP Lambert Academic Publishing

Теглоt

433

Размери

150 x 220 x 17

Пълно описание

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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Computational Intelligence Techniques for Direct and Inverse Modelling

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