FUZZY LINEAR-REGRESSION WITH FUZZY INTERVALS

被引：241

作者：

PETERS, G

机构：

[1] RWTH Aachen, Institut für Wirtschaftswissenschaften

来源：

FUZZY SETS AND SYSTEMS | 1994年 / 63卷 / 01期

关键词：

FUZZY REGRESSION ANALYSIS; FUZZY LINEAR PROGRAMMING; AVERAGING OPERATORS; ADAPTIVE FUZZY REGRESSION ANALYSIS;

D O I：

10.1016/0165-0114(94)90144-9

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, we introduce a new class of fuzzy linear regression models based on Tanaka's approach. Unlike in the Tanaka model, here all training data influence the estimated interval. The (crisp) LP of Tanaka's approach is generalized to a fuzzy linear programming problem. With the proposed model, an adaptation of the fuzzy regression equation to new data becomes possible.

引用

页码：45 / 55

页数：11

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