A Multi-objective Distribution-Return Center Layout Problem in Closed-Loop Supply Chain Under Fuzzy Random Environment

被引：0

作者：

Ma, Yanfang ^{[1
]}

Wang, Xiaoyu ^{[1
]}

Kang, Kai ^{[1
]}

Yan, Fang ^{[2
]}

机构：

[1] Hebei Univ Technol, Sch Econ & Management, Tianjin 300401, Peoples R China

[2] Chongqing Jiaotong Univ, Sch Econ & Management, Chongqing 400074, Peoples R China

来源：

PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT | 2017年 / 502卷

关键词：

Distribution-return center; Closed-loop supply chain; Fuzzy random variable; Particle swarm optimization; NETWORK DESIGN;

D O I：

10.1007/978-981-10-1837-4_98

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a model for a multi-objective distribution-return center of closed loop supply chain layout problem, where the objective is to minimize the transportation cost, operation cost and transportation pollution. Uncertainties in the form of randomness and fuzziness are handled together in this paper for a better solution of the problem. The returned products and the unavailable products are considered as fuzzy random variables. A heuristic algorithm based on PSO is applied to give reliable solutions for this NP-hard problem.

引用

页码：1203 / 1213

页数：11

共 9 条

[1] Design of close-loop supply chain network under uncertainty using hybrid genetic algorithm: A fuzzy and chance-constrained programming model [J].

Dai, Zhuo ;

Zheng, Xiaoting .

COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 88 :444-457

[2] Competitive closed-loop supply chain network design under uncertainty [J].

Fallah, Hamed ;

Eskandari, Hamidreza ;

Pishvaee, Mir Saman .

JOURNAL OF MANUFACTURING SYSTEMS, 2015, 37 :649-661

[3] A mixed integer nonlinear programming model and heuristic solutions for location, inventory and pricing decisions in a closed loop supply chain [J].

Kaya, Onur ;

Urek, Busra .

COMPUTERS & OPERATIONS RESEARCH, 2016, 65 :93-103

[4]

Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968

[5] Benders' decomposition for concurrent redesign of forward and closed-loop supply chain network with demand and return uncertainties [J].

Khatami, Maryam ;

Mahootchi, Masoud ;

Farahani, Reza Zanjirani .

TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2015, 79 :1-21

[6] A hybrid particle swarm optimization and genetic algorithm for closed-loop supply chain network design in large-scale networks [J].

Soleimani, Hamed ;

Kannan, Govindan .

APPLIED MATHEMATICAL MODELLING, 2015, 39 (14) :3990-4012

[7] A case-oriented approach to a lead/acid battery closed-loop supply chain network design under risk and uncertainty [J].

Subulan, Kemal ;

Baykasoglu, Adil ;

Ozsoydan, Fehmi B. ;

Tasan, A. Serdar ;

Selim, Hasan .

JOURNAL OF MANUFACTURING SYSTEMS, 2015, 37 :340-361

[8] Multi-Objective Dynamic Construction Site Layout Planning in Fuzzy Random Environment [J].

Xu, Jiuping ;

Li, Zongmin .

AUTOMATION IN CONSTRUCTION, 2012, 27 :155-169

[9]

Yang Guang-zhi, 2009, 2009 1st International Conference on Information Science and Engineering (ICISE 2009), P4316, DOI 10.1109/ICISE.2009.624

← 1 →