α-cut fuzzy control charts for linguistic data

被引:85
作者
Gülbay, M [1 ]
Kahraman, C
Ruan, D
机构
[1] Istanbul Tech Univ, Dept Ind Engn, TR-34367 Istanbul, Turkey
[2] Belgian Nucl Res Ctr, CEN, SCK, B-2400 Mol, Belgium
关键词
D O I
10.1002/int.20044
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The major contribution of fuzzy set theory is its capability of representing vague data. Fuzzy logic offers a systematic base in dealing with situations that are ambiguous or not well defined. In the literature, there exist some fuzzy control charts developed for linguistic data that are mainly based on membership and probabilistic approaches. In this article, a-cut control charts for attributes are developed. This approach provides the ability of determining the tightness of the inspection by selecting a suitable a-level: The higher a the tighter inspection. The article also presents a numerical example and interprets and compares other results with the approaches developed previously. (C) 2004 Wiley Periodicals, Inc.
引用
收藏
页码:1173 / 1195
页数:23
相关论文
共 19 条
[1]  
[Anonymous], 1997, FRONTIERS STAT QUALI
[2]   A FUZZY SET THEORETIC INTERPRETATION OF ECONOMIC-CONTROL LIMITS [J].
BRADSHAW, CW .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1983, 13 (04) :403-408
[3]   A neural fuzzy control chart for detecting and classifying process mean shifts [J].
Chang, SI ;
Aw, CA .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (08) :2265-2278
[4]   An extension of Banerjee and Rahim's model for economic design of moving average control chart for a continuous flow process [J].
Chen, YS ;
Yang, YM .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 143 (03) :600-610
[5]  
Dubois D, 1982, FUZZY INFORM DECISIO, P309
[6]  
El-Shal SM, 2000, J INTELL FUZZY SYST, V9, P207
[7]   A fuzzy reasoning based diagnosis system for (X)over-bar control charts [J].
Hsu, HM ;
Chen, YK .
JOURNAL OF INTELLIGENT MANUFACTURING, 2001, 12 (01) :57-64
[8]  
Kahraman C., 1995, P INRIA IEEE C EM TE, V3, P129
[9]   CONTROL CHARTS FOR PROCESS AVERAGE AND VARIABILITY BASED ON LINGUISTIC DATA [J].
KANAGAWA, A ;
TAMAKI, F ;
OHTA, H .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1993, 31 (04) :913-922
[10]   MONITORING MULTINOMIAL PROCESSES [J].
MARCUCCI, M .
JOURNAL OF QUALITY TECHNOLOGY, 1985, 17 (02) :86-91