A robust hybrid multi-criteria decision making methodology for contractor evaluation and selection in third-party reverse logistics

被引:154
作者
Senthil, S. [1 ]
Srirangacharyulu, B. [2 ]
Ramesh, A. [3 ]
机构
[1] Kamaraj Coll Engn & Technol, Dept Mech Engn, Virudunagar 626001, India
[2] Indian Inst Management Tiruchirappalli, Tiruchirappalli 620015, Tamil Nadu, India
[3] Natl Inst Technol Calicut, Dept Mech Engn, Calicut 673601, Kerala, India
关键词
Reverse logistics; AHP; TOPSIS; Multi-criteria decision making; SUPPLIER SELECTION; FUZZY TOPSIS; MODEL; PROVIDER; MANAGEMENT; DESIGN; ANP;
D O I
10.1016/j.eswa.2013.07.010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Due to green legislations, industries track the used products through reverse logistics contractors. A reverse logistics programme offers significant cost savings in procurement, transportation, disposal and inventory carrying. Since reverse logistics operations and the supply chains they support are considerably more complex than traditional manufacturing supply chains, it can be offered to third party contractors. But availability of more number of contractors make evaluating and selecting the most efficient Reverse Logistics Contractor (RLC) a challenging task and treated as a multi-criteria decision making problem. In this paper, a hybrid method using Analytical Hierarchy Process (AHP) and the Fuzzy Technique for Order Preference by Similarity to Ideal Solutions (TOPSIS) is proposed. AHP is used to obtain the initial weights and Fuzzy TOPSIS is used to get the final ranking. A case study demonstrates the application of the proposed method. Finally sensitivity analysis is carried out to confirm the robustness. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:50 / 58
页数:9
相关论文
共 48 条
[1]   An integrated model for closed-loop supply chain configuration and supplier selection: Multi-objective approach [J].
Amin, Saman Hassanzadeh ;
Zhang, Guogqing .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (08) :6782-6791
[2]   An integrated fuzzy model for supplier management: A case study of ISP selection and evaluation [J].
Amin, Saman Hassanzadeh ;
Razmi, Jafar .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (04) :8639-8648
[3]  
[Anonymous], P INT SEM BUS INF MA
[4]  
[Anonymous], P INT JOINT C ART IN
[5]  
[Anonymous], EXPERT SYST APPL
[6]  
[Anonymous], BENCHMARKING INT J
[7]   A new chance-constrained data envelopment analysis for selecting third-party reverse logistics providers in the existence of dual-role factors [J].
Azadi, Majid ;
Saen, Reza Farzipoor .
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (10) :12231-12236
[8]   A multicriteria decision making model for reverse logistics using analytical hierarchy process [J].
Barker, Theresa J. ;
Zabinsky, Zelda B. .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2011, 39 (05) :558-573
[9]   A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method [J].
Boran, Fatih Emre ;
Genc, Serkan ;
Kurt, Mustafa ;
Akay, Diyar .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (08) :11363-11368
[10]   A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers [J].
Buyukozkan, Gulcin ;
Cifci, Gizem .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) :3000-3011