Improvements in fuzzy controller design

IEEE 1991 International Conference on Systems Engineering Pub Date : 1900-01-01 DOI:10.1109/ICSYSE.1991.161122

L. Fortuna, S. Graziani, S. Baglio, G. Nunnari

引用次数: 4

Abstract

A parallel strategy to automatically design a fuzzy controller, i.e. to obtain the rules that form the system controller, is discussed. The strategy is proposed in accordance with the natural parallelism of the cell-to-cell mapping approach, and some improvements are suggested. To make the computation algorithm faster and allow the controller design, even if complex nonlinear systems are considered, a natural modeling approach is suggested. The procedure has been implemented on a multiprocessor architecture based on transputers. It has been applied to design several fuzzy controllers: the results using the fuzzy controller of a nonlinear system confirm the suitability of the approach in comparison with classical regulators.<>

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模糊控制器设计的改进

讨论了一种自动设计模糊控制器的并行策略，即获取构成系统控制器的规则。根据细胞间映射方法的自然并行性提出了该策略，并提出了一些改进建议。为了使计算算法更快，并允许控制器设计，即使考虑复杂的非线性系统，也提出了一种自然建模方法。该程序已在基于转发器的多处理器体系结构上实现。该方法已被应用于若干模糊控制器的设计:使用非线性系统的模糊控制器的结果与经典调节器相比证实了该方法的适用性

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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IEEE 1991 International Conference on Systems Engineering

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