透過您的圖書館登入
IP:13.58.60.192
  • 學位論文

應用FAHP及TOPSIS於多準則ABC存貨分類

ABC Inventory Classification with Multi-Criteria Using FAHP and TOPSIS Approach

指導教授 : 林則孟
若您是本文的作者,可授權文章由華藝線上圖書館中協助推廣。

摘要


ABC分析是一種非常普遍以庫存原料依其重要性分類,管理庫存的做法。此分法一般依原料重要性從重要、中等重要、不重要分為A、B、C三類。此分類可針對各類別提供適度的庫存管理。此研究主要透過應用FAHP - TOPSIS模型(“Technique for Order Preferenceby Similarity to Ideal Solution”)論證一套完整的庫存原料分類架構;而所應用之TOPSIS模型主要以相對優劣進行評價,分為肯定的理想目標或稱最優目標及否定的理想目標或稱最劣目標,評價最好的應為與最優目標的距離最近而與最劣目標最遠,透過此方法即可有效達到最終本個案研究庫存原料分類系統的目的。 本研究計畫中之個案公司,為位於台灣苗栗縣之製藥廠。在這項研究中,應用了語意偏好程度的模糊理論評估篩選出重要的準則,透過模糊層次分析法消除層次分析法主觀性的缺憾計算出多準則中個別之權重; 最後,因多標準相矛盾的屬性,所以採用了TOPSI模型做庫存原料的分類。此一系統架構完整地展示了其於庫存原料ABC分類系統的適用性。

並列摘要


ABC analysis, a very common practice used for managing inventory material. The methodology indicated the importance to classify the material by grouping inventory items into Class A, B and C in order to provide appropriate police to inventory management on each assigned class. The study demonstrates a comprehensive framework by applying the model of FAHP-TOPSIS (‘Technique for Order Preference by Similarity to Ideal Solution’), which is a distance-based approach to determine ideal and negative-ideal solution to ultimately achieve the ABC classification for inventory material. The proposed methodology is applied in a pharmaceutical company situated in Miaoli County, Taiwan. In the study, linguistic fuzzy is applied for determining criteria, Fuzzy AHP method (‘Analytic Hierarchy Process’) is used attempting to eliminate subjectivity during the weighing of multi-criteria; and since multi-criteria with conflicting attribute is taken into account in the case study, using TOPSIS provide the capability for its suitability to rank material into Category A, B, C.

參考文獻


Ding, Ji-Feng, An Integrated Fuzzy TOPSIS Method for Ranking Alternatives and Its Application, Journal of Marine Science and Technology, Vol. 19, No. 4, pp 341-352 (2011)
Balaji K., Senthil Kumar V.S., Multicriteria Inventory ABC Classification in an Automobile Rubber Components Manufacturing Industry, Procedia CIRP 17 ( 2014 ) 463 – 468
Bhattacharya Arijit, Sarkar Bijan and Mukherjee Sanat K., Distance-based consensus method for ABC analysis, International Journal of Production Research, Vol. 45, No. 15, 1 August 2007, 3405-3420
Cakir, O. and Canbolat, M.S., A web-based decision support system for multi-criteria inventory classification using fuzzy AHP methodology, Expert Systems with Applications, 2008, 35 (3), 1367–1378
Celen Aydin, Comparative Analysis of Normalization Procedures in TOPSIS Method: With an Application to Turkish Deposit Banking Market, INFORMATICA, 2014, Vol. 25, No. 2, 185-208, 2014 Vilnius University

被引用紀錄


戴禎廷(2016)。直升機於災害救援運用評選之研究〔碩士論文,長榮大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0015-1608201613423100
鍾秀瑄(2016)。校正實驗室評選研究-以半導體封裝測試廠為例〔碩士論文,國立清華大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0016-0411201614423160

延伸閱讀