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考虑碳足迹的冷链物流选址-路径问题优化。

Optimization of Location-Routing Problem for Cold Chain Logistics Considering Carbon Footprint.

机构信息

College of Mechanical Engineering, Chongqing University, Chongqing 400044, China.

School of Economics and Business Administration, Chongqing University, Chongqing 400044, China.

出版信息

Int J Environ Res Public Health. 2018 Jan 6;15(1):86. doi: 10.3390/ijerph15010086.

Abstract

In order to solve the optimization problem of logistics distribution system for fresh food, this paper provides a low-carbon and environmental protection point of view, based on the characteristics of perishable products, and combines with the overall optimization idea of cold chain logistics distribution network, where the green and low-carbon location-routing problem (LRP) model in cold chain logistics is developed with the minimum total costs as the objective function, which includes carbon emission costs. A hybrid genetic algorithm with heuristic rules is designed to solve the model, and an example is used to verify the effectiveness of the algorithm. Furthermore, the simulation results obtained by a practical numerical example show the applicability of the model while provide green and environmentally friendly location-distribution schemes for the cold chain logistics enterprise. Finally, carbon tax policies are introduced to analyze the impact of carbon tax on the total costs and carbon emissions, which proves that carbon tax policy can effectively reduce carbon dioxide emissions in cold chain logistics network.

摘要

为了解决新鲜食品物流配送系统的优化问题,本文从低碳环保的角度出发,基于易腐产品的特点,结合冷链物流配送网络的整体优化思想,以总成本最小化为目标函数,开发了冷链物流中的绿色低碳选址-路径问题(LRP)模型,其中包括碳排放成本。设计了一种混合遗传算法与启发式规则相结合的算法来求解模型,并通过实例验证了算法的有效性。此外,通过实际数值实例的模拟结果表明了模型的适用性,同时为冷链物流企业提供了绿色环保的选址配送方案。最后,引入碳税政策来分析碳税对总成本和碳排放的影响,证明碳税政策可以有效降低冷链物流网络中的二氧化碳排放量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad1a/5800185/b1dadd28455e/ijerph-15-00086-g001.jpg

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