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: 64.53 EUR
Availability: InStock

Autor: Babita Majhi

Jazyk:

Väzba: Brožovaná

Vydavateľ: LAP Lambert Academic Publishing

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64.53 €

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

Informácie o knihe

Autor

Babita Majhi

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

280

EAN

9783659907364

Enbook ID

13516191

Vydavateľ

LAP Lambert Academic Publishing

Hmotnosť

433

Rozmery

150 x 220 x 17

Kompletný popis

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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