Automated Fuzzy Modelling of High Order Dynamical Processes via Multiple Feedback

Abstract

In this paper a fuzzy system will be described, which is able to automatically generate a dynamical model of a given process using input/output measurement data. To approximate the dynamical behaviour of the system, a multilevel feedback is used. The rule base can be generated by the fuzzy system automatically through the evaluation of the time discrete input and output data. To define the positions and overlapping of the Fuzzy sets, an evolution strategy algorithm is used. Key-Words: Fuzzy modelling, automated generation of fuzzy rules, fuzzy optimization

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Cite this paper

@inproceedings{NaboutAutomatedFM, title={Automated Fuzzy Modelling of High Order Dynamical Processes via Multiple Feedback}, author={A. Nabout and Bernd Tibken} }