Runtime adaptation of technical systems

Name: Runtime adaptation of technical systems
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838131337
Price: 2278 CZK
Availability: InStock

Autor: Sven Tomforde

Jazyk:

Vazba: Brožovaná

Vydavatel: Sudwestdeutscher Verlag Fur Hochschulschriften AG

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

2 278 Kč

This book introduces a novel system design approach and the corresponding framework to enable capabi...

Informace o knize

Autor

Sven Tomforde

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2012

Stránek

356

EAN

9783838131337

ISBN

3838131339

Enbook ID

07118575

Vydavatel

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Hmotnost

522

Rozměry

152 x 229 x 20

Kompletní popis

This book introduces a novel system design approach and the corresponding framework to enable capabilities like self-configuration and self-improvement for parametrisable systems at runtime. As a result of these capabilities, systems equipped with the framework as additional control mechanism are characterised by aspects like adaptivity and robustness. Besides the general system design, the book investigates the possibility of applying machine learning techniques to real-world applications - two novel variants of Learning Classifier Systems and Fuzzy Classifier Systems are developed. These modified machine learning techniques are integrated into the framework. Thereby, they take over the responsibility of the self-improvement tasks of the system. Applications from various domains (e.g. vehicular traffic, data communication, and function approximation) serve as test bed for the evaluation.

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Runtime adaptation of technical systems

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