應用證據推理於供應商評選之研究

Applying Evidential Reasoning Approach to the Vendor Selection Problem

陳偉星(Wei-Shing Chen)

《技術學刊》 20卷4期 (2005/12) Pp. 339-355

https://doi.org/10.29507/JT.200512.0003

摘要

對於一個企業而言，供應商的選擇是相當重要且複雜的決策問題，採購決策者通常須要同時考慮不同評估準則後，才能作出正確的抉擇。在複雜產業相互競爭環境中，這些評估準則存在具有相互衝突、不確定性或不可量化之因素，由於資訊的不精確及定量與定性的特性，往往造成決策者無法建立客觀與具體量化的評估架構。本文利用證據推論的方法，發展出結合一套定性與定量之證據推論評估模式，此一評估模式利用理想解類似度偏好順序技術(TOPSIS)作爲將不確定性定量指標轉換爲基本機率指派函數，利用丹普斯特－雪佛層級分析法作爲將定性指標轉換爲基本機率指派函數，最後再利用丹普斯特－雪佛理論合併所有相關證據，以排序優先選擇方案，此一柔性計算分析方法可協助企業進行供應商評選決策制定時參考應用。本文除詳述所提出的四個分析步驟外，並舉出一個案例說明如何使用此一評估模式。

關鍵字

供應商評選 ； 證據推論 ； 理想解類似度偏好順序技術 ； 丹普斯特－雪佛／層級分析法 ； 丹普斯特－雪佛合併理論

並列摘要

Selecting superior vendors is a complex decision task. It requires a large number of criteria to be measured and evaluated simultaneously. However, many of these criteria are uncertain and often conflict with each other. Furthermore, since the criteria under evaluation are expressed either in quantitative or qualitative terms, decision-makers have to consider their judgments based on the both quantitative data and experiential subjective assessments. In this paper, the evidential reasoning (ER) approach (which is capable of processing both quantitative and qualitative measures) is applied to solve the vendor selection problem (VSP). In this study, the process of building a multiple criteria decision model using the ER approach is presented, in which both quantitative and qualitative information is expressed in a unified framework by incorporation with TOPSIS and Dempster- Shafer-analytic hierarchy process (DS-AHP). A four-step procedure is proposed to evaluate the VSP and the practical usage is illustrated by a given example.

並列關鍵字

vendor selection ； evidential reasoning ； TOPSIS ； DS/AHP ； dempster-shafer theory