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Hierarchical decomposition of fuzzy controllers based on meta-knowledge.

Luis Magdalena;  Félix Monasterio-Huelin;  Cristina Rivero — 1998

Mathware and Soft Computing

This paper focuses on the problem of decomposing multivariable fuzzy controllers using a hierarchical approach based on the application of meta-knowledge. Usually, hierarchical fuzzy systems are based on a cascade structure of fuzzy logic controllers where the output of each level is considered as one of the inputs to the following level. The paper introduces a different approach to the idea of hierarchy, where the output of a level is considered not as input to the following level controller but...

Cooperative-corrector multivariable fuzzy controller.

M.ª Cristina Rivero;  P. Lasso;  Félix Monasterio-Huelin — 1998

Mathware and Soft Computing

This paper deals with the decomposition problem of a multivariable fuzzy controller. For this purpose, the use of notions taken from the framework of the Game Theory is proposed. Using the notion of couple between variables, a partition of the rule space in subsystems is obtained. The subsystems are considered players that correct the actions of the others. These ideas are applied to the control of a polymerization reactor (CSTR).

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