The application of analytic hierarchy process to determine proportionality constant of the Taguchi quality loss function

被引:12
|
作者
Khorramshahgol, Reza [1 ,3 ,4 ,5 ]
Djavanshir, G. Reza [2 ]
机构
[1] Kuwait Univ, Coll Business Adm, Dept Quantitat Methods & Informat Syst, Safat 13055, Kuwait
[2] Johns Hopkins Univ, Grad Div Business & Management, Baltimore, MD 21218 USA
[3] N Carolina Cent Univ, Sch Business, Durham, NC USA
[4] American Univ, Dept Comp Sci & Informat Syst, Washington, DC 20016 USA
[5] American Univ, Kogod Sch Business, Washington, DC 20016 USA
关键词
analytic hierarchy process (AHP); proportionality constant; Taguchi loss function;
D O I
10.1109/TEM.2008.919732
中图分类号
F [经济];
学科分类号
02 ;
摘要
Taguchi's philosophy of quality improvement is quite unique and challenging. Traditionally, quality management focused on conformance to specifications within a given range. In Taguchi's philosophy, the aim of quality management should be achieving a specific target value. Any deviation from the predetermined target value results in a loss (e.g., due to customer dissatisfaction). Taguchi measures this loss with a quadratic function called quality loss function (QLF). An important component of QLF is the proportionality constant (k). An inaccurate or erroneous value for k can result in misallocation of the organizational resources and can easily lead to chaos in quality management efforts. Thus, an accurate estimate for k is of utmost importance. This paper proposes a new methodology for calculating the proportionality constant k. To this end, the analytical hierarchy process is used to estimate the value of the proportionality constant in QLF. It is argued that the proposed methodology takes into account the relative importance of various quality characteristics and captures different levels of sensitivity along the loss function. Both symmetric and asymmetric loss functions are considered.
引用
收藏
页码:340 / 348
页数:9
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