区间2型模糊集广义质心的改进迭代算法

NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society Pub Date : 2008-05-19 DOI:10.1109/NAFIPS.2008.4531244

K. Duran, H. Bernal, M. Melgarejo

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引用次数: 98

摘要

本文提出了一种计算区间2型模糊集广义质心的改进迭代算法。离散质心函数的性质提供了一个停止条件，加快了原始算法的速度。三个案例的实验结果表明，在通用计算平台上运行时，改进算法比增强的Karnik-Mendel算法更快。

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Improved iterative algorithm for computing the generalized centroid of an interval type-2 fuzzy set

This paper presents an improved iterative algorithm for computing the generalized centroid of an interval type-2 fuzzy set. The properties of the discrete centroid function provide a stop condition that speeds up the original algorithm. Experimental evidence observed from three cases of study reveals that the improved algorithm is faster than the enhanced Karnik-Mendel algorithm when running over a common computing platform.

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NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society

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