PATH OPTIMIZATION OF COLD CHAIN DISTRIBUTION WITH MULTIPLE DISTRIBUTION CENTERS CONSIDERING CARBON EMISSIONS

被引:14
作者
Ren, X. Y. [1 ]
Chen, C. F. [1 ]
Xiao, Y. L. [1 ,2 ]
Du, S. C. [1 ]
机构
[1] Hebei Univ Engn, Sch Management Engn & Business, Handan 056038, Peoples R China
[2] Univ Malaysia Sabah, Fac Business Econ & Accountancy, Kota Kinabalu 88400, Malaysia
来源
APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH | 2019年 / 17卷 / 04期
关键词
green logistic; low carbo distribution; semi-open cold chain distribution (CCD); artificial fish-swarm algorithm (AFSA); ant colony algorithm (ACA); VEHICLE-ROUTING PROBLEM; CONSUMPTION; ALGORITHM; MODEL;
D O I
10.15666/aeer/1704_94379453
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
With the growing awareness of green logistics, the carbon emissions must be considered in the cold chain distribution (CCD). Whereas the traditional regional distribution mode cannot deliver multiple small batches to designated regions right on time, this paper establishes a mathematical model for the minimal distribution cost of fresh food based on the resource/information sharing between multiple distribution centers (multi-DC) and the soft time window constraint, aiming to satisfy the new demands on logistics distribution (e.g. high timeliness, low cost, greenness and resource/information sharing). The total cost refers to the sum of vehicle dispatch cost, transport cost, time penalty cost, cargo loss cost and carbon emissions cost. Next, the proposed model was solved by the hybrid algorithm of artificial fish-swarm algorithm (AFSA) and ACA (AFSA-ACA hybrid algorithm). The simulation examples show that the multi-DC CCD mode can effectively reduce the total distribution cost and carbon emission cost compared to the traditional regional CCD mode.
引用
收藏
页码:9437 / 9453
页数:17
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