A multi-objective facility location model for closed-loop supply chain network under uncertain demand and return

被引：312

作者：

Amin, Saman Hassanzadeh ^{[1
]}

Zhang, Guoqing ^{[1
]}

机构：

[1] Univ Windsor, Dept Ind & Mfg Syst Engn, Windsor, ON N9B 3P4, Canada

来源：

APPLIED MATHEMATICAL MODELLING | 2013年 / 37卷 / 06期

基金：

加拿大自然科学与工程研究理事会;

关键词：

Reverse logistics (RL); Closed-loop supply chain (CLSC); Mixed-integer linear programming (MILP); Multi-objective programming; Stochastic programming; REVERSE LOGISTICS NETWORK; QUANTITATIVE MODELS; GENETIC ALGORITHM; PRODUCT; DESIGN; CONFIGURATION; OPTIMIZATION; SELECTION;

D O I：

10.1016/j.apm.2012.09.039

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

A closed-loop supply chain (CLSC) network consists of both forward and reverse supply chains. In this paper, a CLSC network is investigated which includes multiple plants, collection centres, demand markets, and products. To this aim, a mixed-integer linear programming model is proposed that minimizes the total cost. Besides, two test problems are examined. The model is extended to consider environmental factors by weighed sums and a-constraint methods. In addition, we investigate the impact of demand and return uncertainties on the network configuration by stochastic programming (scenario-based). Computational results show that the model can handle demand and return uncertainties, simultaneously. (C) 2012 Elsevier Inc. All rights reserved.

引用

页码：4165 / 4176

页数：12

共 38 条

[1] Green supply chains with carbon trading and environmental sourcing: Formulation and life cycle assessment [J].

Abdallah, Tarek ;

Farhat, Ali ;

Diabat, Ali ;

Kennedy, Scott .

APPLIED MATHEMATICAL MODELLING, 2012, 36 (09) :4271-4285

[2] Quantitative models for inventory and production planning in closed-loop supply chains [J].

Akcali, E. ;

Cetinkaya, S. .

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (08) :2373-2407

[3] Supply chain optimization of petroleum organization under uncertainty in market demands and prices [J].

Al-Othman, Wafa B. E. ;

Lababidi, Haitham M. S. ;

Alatiqi, Imad M. ;

Al-Shayji, Khawla .

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 189 (03) :822-840

[4]

Amin S.H., INT J PROD IN PRESS

[5] 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

[6] A proposed mathematical model for closed-loop network configuration based on product life cycle [J].

Amin, Saman Hassanzadeh ;

Zhang, Guoqing .

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 58 (5-8) :791-801

[7]

Birge J.R., 1997, SPRINGER SERIES OPER

[8]

Collette Y., 2003, MULTIOBJECTIVE OPTIM

[9]

Cooper M.C., 1997, The International Journal of Logistics Management, V8, P1, DOI [DOI 10.1108/09574099710805556, 10.1108/09574099710805556]

[10]

DAVIS T, 1993, SLOAN MANAGE REV, V34, P35

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