- 期刊
Supplier Evaluation and Selection Using Axiomatic Fuzzy Set and DEA Methodology in Supply Chain Management
並列摘要
This article outlines a hybrid method, incorporating multiple techniques into an evaluation process, in order to select competitive suppliers in a supply chain. The Fuzzy Analytic Hierarchy Process (FAHP) model is constructed to calculate the weight of various factors, and get comprehensive character value. The Data Envelopment Analysis (DEA) is present to decide the backup suppliers. By performing Axiomatic Fuzzy Set (AFS) clustering method (X. D. Liu et al. IEEE Transaction on Systems, Man, Cybernetics, 2005), the final suppliers are selected and evaluated. In this paper, quantitative and qualitative factors, such as technical capability, product appearance, JIT capability, price, delivery rate and sale service rate are considered to determine suitable suppliers. Numerical example that fifteen suppliers and six criteria are studied and the experimental results show that the proposed evaluation framework is very well suited as supplier selection decisions even with the inter-correlation criteria/attributes.
延伸閱讀
- 李長榮（2014）。A study on suppliers’ selection under Fuzzy AHP － An Example on automated storage system component suppliers〔碩士論文，國立屏東科技大學〕。華藝線上圖書館。https://doi.org/10.6346/NPUST.2014.00163
- 陳月香、王天津（2005）。Developing Fuzzy Decision Support System on Supplier Selection Strategy。管理與系統，12(1)，117-131。https://www.airitilibrary.com/Article/Detail?DocID=10239863-200501-12-1-117-131-a
- Chuu, S. J. (2013). Evaluating Supply Chain Agility of a Firm Using a Fuzzy Multiple Attributes Analysis. 桃園創新學報, (33), 209-237. https://www.airitilibrary.com/Article/Detail?DocID=P20140403005-201312-201404030037-201404030037-209-237
- 鄭崴澤（2010）。Development of Supplier Selection and Quantity Distribution Decision Model〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0006-1507201010491200
- Liu, P. W. (2015). Investigation of Solutions for Safety Stock and Backup Supplier Selection for Supply Chain Disruption Risk Management [master's thesis, National Taiwan University]. Airiti Library. https://doi.org/10.6342/NTU.2015.02547