RFID service provider selection: An integrated fuzzy MCDM approach

被引:25
作者
Buyukozkan, Gulcin [1 ]
Karabulut, Yagmur [2 ]
Arsenyan, Jbid [3 ]
机构
[1] Galatasaray Univ, Dept Ind Engn, Ciragan Caddesi 36, TR-34349 Istanbul, Turkey
[2] Galatasaray Univ, Dept Business Adm, Ciragan Caddesi 36, TR-34349 Istanbul, Turkey
[3] Rennes Sch Business, Dept Strategy & Innovat, 2 Rue Robert dArbrissel, F-35065 Rennes, France
关键词
RFID; Service provider selection; Fuzzy analytic hierarchy process; Fuzzy axiomatic design; Group decision making; EXTENT ANALYSIS METHOD; SUPPLY CHAIN; DECISION-MAKING; AXIOMATIC DESIGN; TECHNOLOGY; IDENTIFICATION; FRAMEWORK; AHP; LOGISTICS; IMPACTS;
D O I
10.1016/j.measurement.2017.08.018
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The Radio Frequency Identification (RFID) technology supports companies to optimize business processes and reduce operational costs by knowing an item's condition and location in the inventory. RFID applications expand on the basis of speed, security and correct information flow; however, selecting the most suitable RFID service provider presents a challenge. This article offers an integrated multi-criteria evaluation framework for selecting the most suitable RFID service provider by applying Fuzzy Axiomatic Design (Fuzzy AD) and Fuzzy Analytic Hierarchy Process (Fuzzy AHP) techniques with Group Decision Making (GDM) approach. A case study is conducted and the results are discussed through a sensitivity analysis and a comparative evaluation with fuzzy TOPSIS. It is observed that an alternative RFID service provider that does not meet the defined Functional Requirements (FRs) is directly eliminated by Fuzzy AD, whereas fuzzy TOPSIS ranks it as an eligible one. The sensitivity analysis demonstrates that if FRs are low enough, the outcome of Fuzzy AD and fuzzy TOPSIS do converge, underlining the goal-oriented advantage of Fuzzy AD. The paper contributes to literature by presenting a novel approach for incorporating subjective and often conflicting linguistic evaluations of a decision committee into a solid decision support model approach for selecting the most suitable RFID service provider.
引用
收藏
页码:88 / 98
页数:11
相关论文
共 74 条
[1]  
[Anonymous], PRINCIPLES DESIGN
[2]   An integrated fuzzy approach for information technology planning in collaborative product development [J].
Arsenyan, Jbid ;
Buyukozkan, Gulcin .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2016, 54 (11) :3149-3169
[3]   Multi-Criteria Usability Evaluation of Electronic Devices in a Fuzzy Environment [J].
Atalay, Kumru Didem ;
Eraslan, Ergun .
HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, 2014, 24 (03) :336-347
[4]   RFID: an enabler of supply chain operations [J].
Attaran, Mohsen .
SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2007, 12 (04) :249-257
[5]   RFId adoption in the FMCG supply chain an interpretative framework [J].
Balocco, Raffaello ;
Miragliotta, Giovanni ;
Perego, Alessandro ;
Tumino, Angela .
SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2011, 16 (05) :299-315
[6]   Garage Location Selection for Public Transportation System in Istanbul: An Integrated Fuzzy AHP and Fuzzy Axiomatic Design Based Approach [J].
Bilisik, Ozge Nalan ;
Demirtas, Nurgul ;
Tuzkaya, Umut Rifat ;
Baracli, Hayri .
JOURNAL OF APPLIED MATHEMATICS, 2014,
[7]   RFID and buyer-seller relationships in the retail supply chain [J].
Boeck, Harold ;
Wamba, Samuel Fosso .
INTERNATIONAL JOURNAL OF RETAIL & DISTRIBUTION MANAGEMENT, 2008, 36 (06) :433-+
[8]   Selection of the strategic alliance partner in logistics value chain [J].
Bueyuekoezkan, Guelcin ;
Feyzioglu, Orhan ;
Nebol, Erdal .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2008, 113 (01) :148-158
[9]   Evaluation of E-Learning Web Sites Using Fuzzy Axiomatic Design Based Approach [J].
Bueyuekoezkan, Guelcin ;
Arsenyan, Jbid ;
Ertek, Guerdal .
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (01) :28-42
[10]   A fuzzy multi-criteria decision approach for software development strategy selection [J].
Büyüközkan, G ;
Kahraman, C ;
Ruan, D .
INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2004, 33 (2-3) :259-280