:::

詳目顯示

回上一頁
題名:結合資料包絡分析與聚類分析進行綠色供應商評選
書刊名:管理資訊計算
作者:林高正 引用關係曾文宏張心雨王貞酈
作者(外文):Lin, Kao-chengTseng, Wen-hungChang, Hsin-yuWang, Jhen-li
出版日期:2019
卷期:8:特刊1
頁次:頁146-155
主題關鍵詞:供應商評選資料包絡分析交叉效率指標離群指標聚類分析Suppliers selectionData envelopment analysisCross-efficiency indexMaverick indexClustering analysis
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:267
  • 點閱點閱:8
為確保有高品質、低成本且可信賴的物料供應來源,企業通常希望與個數較少但可靠的供應商建立較長期的合作夥伴關係,供應商評選因而成為採購管理策略面的重要議題。本文在探討以資料包絡分析法(DEA)進行供應商評選的合理程序。詳言之,可先利用DEA找出供應商的交叉效率指標與離群指標,藉以評估供應商的技術績效與發展方向合適性。接著,建立供應商在這兩個指標上的接近關係,藉以進行聚類分析,找出最適當的供應商分群。最後,對各群供應商進行分析,並在考慮物料需求數量的情況下,找出一個交叉效率高而離群值低的供應商組合做為最終決策。採用此程序進行供應商評選,除較為客觀外,還可進一步利用DEA差額變數分析結果提供獲選供應商績效改進的參考方向。
To ensure a high-quality, low-cost and reliable source of material supply, the trend of contemporary supply management is to use fewer but reliable suppliers, and maintain long-term partnership with the selected suppliers. Therefore, the supplier selection becomes an important strategic issue in purchasing management. In this paper, how to select suppliers using the data envelopment analysis (DEA) is discussed. Specifically, at first, the cross-efficiency index and the Maverick index are used in evaluating the technical performance and the suitability of developing direction of a supplier, respectively. Then, the suppliers are clustered into groups using a proximity relation, created from the distances of the suppliers measured on these two dimensions. Finally, under the consideration of demand, a set of suppliers with high cross-efficiency and low Maverick index is suggested as the final decision. In addition to the advantage of objectiveness, this approach can also provide suggestions for further improvement by using the slack analysis in DEA.
期刊論文
1.Kraljic, Peter(1983)。Purchasing Must Become Supply Management。Harvard Business Review,61(5),109-117。  new window
2.De Boer, L.、Labro, E.、Morlacchi, P.(2001)。A review of methods supporting supplier selection。European Journal of Purchasing and Supply Management,7(2),75-89。  new window
3.Sarkis, J.、Talluri, S.(2002)。A Model for Strategic Supplier Selection。Journal of Supply Chain Management,38(1),18-28。  new window
4.Weber, Charles A.、Current, John R.、Benton, W. C.(1991)。Vendor selection criteria and methods。European Journal of Operational Research,50(1),2-18。  new window
5.Ho, W.、Xu, X. W.、Dey, P. K.(2010)。Multi-criteria decision making approaches for supplier evaluation and selection: A literature review。European Journal of Operational Research,202(1),16-24。  new window
6.Banker, Rajiv D.、Charnes, Abraham、Cooper, William W.(1984)。Some models for estimating technical and scale efficiencies in data envelopment analysis。Management Science,30(9),1078-1092。  new window
7.Forker, L. B.、Mendez, D.(2001)。An analytical method for benchmarking best peer suppliers。International Journal of Operations and Production Management,21(1/2),195-209。  new window
8.Braglia, M.、Petroni, A.(2000)。A quality assurance-oriented methodology for handling trade-offs in supplier selection。International Journal of Physical Distribution and Logistics Management,30(2),96-112。  new window
9.Doyle, J. R.、Green, R. H.(1994)。Efficiency and cross-efficiency in DEA: Derivations, meaning and uses。Journal of the Operation Research Society,45(5),567-578。  new window
10.Degraeve, Z.、Labro, E.、Roodhooft, F.(2000)。An evaluation of vendor model from a total cost of ownership perspective。European Journal of Operational Research,125(1),34-58。  new window
11.Golany, Boaz、Roll, Yaakov(1989)。An application procedure for DEA。OMEGA: International Journal of Management Science,17(3),237-250。  new window
12.Farrell, Michael James(1957)。The Measurement of Productive Efficiency。Journal of the Royal Statistical Society: Series A (General),120(3),253-290。  new window
13.Charnes, Abraham、Cooper, William W.、Rhodes, Edwardo(1978)。Measuring the efficiency of decision making units。European Journal of Operational Research,2(6),429-444。  new window
14.Huang, S. H.、Keskar, H.(2007)。Comprehensive and configurable metrics for supplier selection。International Journal of Production Economics,105(2),510-523。  new window
圖書
1.高強、黃旭男、末吉俊幸(2003)。管理績效評估:資料包絡分析法。臺北:華泰文化。new window  延伸查詢new window
2.Klir, G. J.、Yuan, B.(1995)。Fuzzy Sets and Fuzzy Logics: Theory and Applications。Upper Saddle River, New Jersey:Prentice-Hall。  new window
3.簡禎富(2007)。決策分析與管理:全面決策品質提升之架構與方法。臺北:雙葉書廊有限公司。new window  延伸查詢new window
4.Cooper, W. W.、Seiford, L. M.、Tone, K.(2002)。Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software。Dordrecht:Kluwer Academic Publishers。  new window
5.Monczka, R. M.、Handfield, R. B.、Giunipero, L. C.、Patterson, J. L.(2015)。Purchasing and Supply Chain Management。Boston:Cengage Learning。  new window
圖書論文
1.Sexton, T. R.、Silkman, R. H.、Hogan, A. J.(1986)。Data Envelopment Analysis: Critique and Extensions。Measuring Efficiency: An Assessment of Data Envelopment Analysis。Jossey-Bass Inc。  new window
 
 
 
 
第一頁 上一頁 下一頁 最後一頁 top
:::
無相關著作
 
QR Code
QRCODE