Martin Brown, Chris Harris – Neurofuzzy Adaptative Modelling and Control

Martin Brown, Chris Harris – Neurofuzzy Adaptative Modelling and Control

Martin Brown, Chris Harris – Neurofuzzy Adaptative Modelling and Control

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Martin Brown, Chris Harris – Neurofuzzy Adaptative Modelling and Control

MARTIN BROWN, CHRIS HARRIS – NEUROFUZZY ADAPTATIVE MODELLING AND CONTROL

Increased demands on control systems are a result of the drive for autonomy in manufacturing. Current research has focused on intelligent control techniques in order to make traditional control systems more robust and flexible. The book introduces the associate memory class of systems, which describe the similarities and differences between fuzzy and neural algorithms, and provides a unified description of several adaptive neural and fuzzy networks. The Albus CMAC, the B-spline network and a class of fuzzy systems are analyzed and their desirable features are emphasized.

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