Fuzzy-logic-based approach to qualitative modeling

被引：1428

作者：

Sugeno, Michio ^{[1
]}

Yasukawa, Takahiro ^{[1
]}

机构：

[1] Tokyo Inst of Technology, Yokohama, Japan

来源：

IEEE Transactions on Fuzzy Systems | 1993年 / 1卷 / 01期

关键词：

Linguistics - Mathematical models;

D O I：

10.1109/TFUZZ.1993.390281

中图分类号：

学科分类号：

摘要：

This paper discusses a general approach to qualitative modeling based on fuzzy logic. The method of qualitative modeling is divided into two parts: fuzzy modeling and linguistic approximation. It proposes to use a fuzzy clustering method (fuzzy c-means method) to identify the structure of a fuzzy model. To clarify the advantages of the proposed method, it also shows some examples of modeling, among them a model of a dynamical process and a model of a human operator's control action.

引用

页码：7 / 31