Route optimization cold chain logistic distribution using greedy search method

被引:0
作者
Xiong Qiang
Martinson Yeboah Appiah
Kwasi Boateng
Frederick VonWolff Appiah
机构
[1] Jiangsu University,School of Management
[2] Jiangsu University,Department of Financial Mathematics
[3] Kwame Nkrumah University of Science and Technology,undefined
来源
OPSEARCH | 2020年 / 57卷
关键词
Greedy search method; Cold-logistics; Optimization; Travelling salesman problem;
D O I
暂无
中图分类号
学科分类号
摘要
Currently the best way to achieve an efficient chain of distribution for third party refrigerated logistics companies is the use of optimization technique in computer-based software. This work introduces the greedy search method to solve a capacitated vehicle route problem integrated by means of travelling salesman problem concept and to minimize transport cost at the same time. The model is used to locally optimize route, and we also used a single truck to cover all customers located within a certain distance limit. To obtain possible set of routes for each vehicle, permutations and combinations are used. Route distances and vehicle distances are formed using the greedy search method with increasing number of customers. By means of critical path method, we presented computational results on a set of routes and we identified optimal routes which are more efficient for despatching of cold food. Finally, we imputed these optimal distances into a transportation cost function to find the optimal cost. This model will provide a theoretical basis in planning vehicle path for cold chain logistics and despatching activity for distribution centres and also to minimize cost.
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页码:1115 / 1130
页数:15
相关论文
共 60 条
  • [1] Zhu RZ(2014)A Flexsim-based optimization for the operation process of cold-chain logistics distribution centre J. Appl. Res. Technol. 12 270-278
  • [2] Chu F(2002)Vehicle routing problems with simultaneous pick-up and delivery service OPSEARCH 39 19-33
  • [3] He Z(2006)A mixed constrained (identical) vehicle routing problem for time minimisation OPSEARCH 43 18-20
  • [4] Li J(2017)A monarch butterfly optimization for the dynamic vehicle routing problem Algorithms 10 107-18
  • [5] Montané FAT(2003)A two-phase heuristic method for the multi-depot location routing problem taking inventory control decisions into consideration Int. J. Adv. Manuf. Technol. 22 9-121
  • [6] Galvão RD(2014)A hybrid GRASP + VND heuristic for the two-echelon vehicle routing problem arising in city logistics Math. Probl. Eng. 2014 517467-14
  • [7] Das S(2016)A matheuristic algorithm for the threedimensional loading capacitated vehicle Revista Facultad de Ingeniería, Universidad de Antioquia 78 9-28
  • [8] Borthakur M(2016)Genetic scatter search algorithm to solve the one-commodity pickup and delivery vehicle routing problem J. Model. Manag. 12 2-322
  • [9] Chen S(2016)Study on route optimization of cold chain logistics of fresh food Carpath. J. Food Sci. Technol. 8 113-673
  • [10] Rong C(2007)Location inventory routing problem with time-windows for perishable food delivery J. Food Eng. 80 10-14