Domain transformation for fuzzy controllers

J. Donato, E. Barbieri
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Abstract

This paper presents a fuzzy domain transformation to simplify membership functions for both the fuzzification stage as well as for inference. The goal is to minimize the number of computations or components required for a fuzzy controller. This can also be used for hybrid digital/analog or all-analog fuzzy controllers. In the process, the three basic logical operations of the inference engine are redefined in a new, simpler domain without altering the behavior of the fuzzy controller. Graphical examples of the transformation are provided.
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模糊控制器的域变换
本文提出了一种模糊域变换来简化模糊化阶段和推理阶段的隶属函数。目标是最小化模糊控制器所需的计算或组件的数量。这也可用于混合数字/模拟或全模拟模糊控制器。在此过程中,推理引擎的三个基本逻辑操作被重新定义在一个新的,更简单的域,而不改变模糊控制器的行为。提供了转换的图形示例。
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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