Automatic construction of FCMs

被引：99

作者：

Schneider, M

Shnaider, E

Kandel, A ^{[1
]}

Chew, G

机构：

[1] Univ S Florida, Dept Comp Sci & Engn, Tampa, FL 33620 USA

[2] Florida Tech, Sch Business, Melbourne, FL 32901 USA

来源：

FUZZY SETS AND SYSTEMS | 1998年 / 93卷 / 02期

关键词：

fuzzy cognitive maps; fuzzy expert system; economics; fuzzy logic; similarity relation;

D O I：

10.1016/S0165-0114(96)00218-7

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper we describe a method for automatically constructing fuzzy cognitive maps based on the user provided data. This method consists of finding the degree of similarity between any two variables (represented by numerical vectors), findings whether the relation between variables is direct or inverse, and with the use of the fuzzy expert system tool (FEST) it determines the causality among variables. First, we describe the algorithm to construct automatically the FCM, and then we provide a case study to illustrate the functioning of our algorithm. (C) 1998 Elsevier Science B.V.

引用

页码：161 / 172

页数：12

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