mamdani型与sugeno型模糊推理系统诊断糖尿病的比较研究

2015 International Conference on Advances in Computer Engineering and Applications Pub Date : 2015-03-19 DOI:10.1109/ICACEA.2015.7164799

Jimmy Singla

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引用次数: 34

摘要

采用mamdani型和sugeno型模糊模型开发了糖尿病诊断的模糊推理系统。对两种模糊推理系统的结果进行了评价。本文总结了mamdani型和sugeno型模糊推理系统的本质区别。利用MATLAB模糊逻辑工具箱对两种模型进行仿真。这也证实了两种模糊推理系统中哪一种更适合糖尿病的诊断。

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Comparative study of Mamdani-type and Sugeno-type fuzzy inference systems for diagnosis of diabetes

Fuzzy inference systems for diagnosis of diabetes are developed using Mamdani-type and Sugeno-type fuzzy models. The outcome obtained by two fuzzy inference systems is evaluated. This paper summarizes the essential variation among the Mamdani-type and Sugeno-type fuzzy inference systems. MATLAB fuzzy logic toolbox is used for the simulation of both the models. This also confirms which one is a superior choice of the two fuzzy inference systems for diagnosis of diabetes.

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2015 International Conference on Advances in Computer Engineering and Applications

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