一种有效实现模糊算法变换的方法

22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003 Pub Date : 2003-07-24 DOI:10.1109/NAFIPS.2003.1226830

A. Klimke

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引用次数: 23

摘要

针对参数不确定系统的仿真与分析，提出了一种转换方法。本文介绍了有效实现的几个方面:通过多维数组快速处理离散模糊数，消除重复排列，模型的自动分解，通过区间算法处理变量的单次出现，以及基于自动微分的单调性检验。

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An efficient implementation of the transformation method of fuzzy arithmetic

The transformation method has been proposed for the simulation and analysis of systems with uncertain parameters. Here, several aspects of an efficient implementation are presented: fast processing of discretized fuzzy numbers through multi-dimensional arrays, elimination of recurring permutations, automatic decomposition of models, treatment of single occurrences of variables through interval arithmetic, and a monotonicity test based on automatic differentiation.

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22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003

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