Aggregated fizzy Control Systems
Levent Acar, Badrul Chowdhury, Mariesa L. Crow, Yanping Zhu · 2002
In this article, a multi-resolutional approach in generating a hierarchical and aggregated fuzzy system description is provided. The process includes aggregation of the fuzzy sets describing the control system as well as the aggregation of the rules that map a collection of fuzzy set to another set. In generating the fuzzy rules, the cell-to-cell mapping technique along with a steepest descent method to fine tune the developed membership functions of the fuzzy sets is utilized. The results for a linear system are also presented.