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: 358.38 RON
Availability: InStock

Autor: Babita Majhi

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Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

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358.38 lei

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

Informații despre carte

Autor

Babita Majhi

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

280

EAN

9783659907364

Enbook ID

13516191

Editura

LAP Lambert Academic Publishing

Greutate

433

Dimensiuni

150 x 220 x 17

Descriere completă

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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