
基于后件模糊集中心的Mamdani模糊系统的降维分解
Lowering Dimension Decomposition of Mamdani Fuzzy System Based on Centers of Consequent Fuzzy Sets
模糊系统是通过模糊规则来处理不确定信息的一种重要工具,而Mamdani模糊系统则是最简单的一类高维系统模型. 文章首先从理论上指出Mamdani模糊系统的传统分解存在错误,并分别针对二维和三维Mamdani模糊系统的实际分解公式进行了分析. 其次,基于后件(输出)模糊集中心指标重新获得了
A fuzzy system is a kind of important tool to deal with uncertain informations through some fuzzy rules, Mamdani fuzzy system is one of the most simple high-dimensional system models. Firstly, this article points out that the traditional decomposition of Mamdani fuzzy system exists errors in theory, the actual dimension formulas of 2-dimensional and 3-dimensional Mamdani fuzzy systems are analyzed. And then, the lowering dimension decomposition formulas of
后件模糊集中心 / Mamdani模糊系统 / 降维分解 / 规则数 / 一致完备正规模糊集. {{custom_keyword}} /
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