考虑环境因素的易腐产品两梯队车辆路径问题的双目标模型

M. Esmaili, R. Sahraeian
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引用次数: 16

摘要

在多级配送策略中,货物通过中间仓库交付给客户。这种策略在城市物流中越来越受欢迎,而不是使用直接运输。这主要是为了减轻物流作业对环境(例如,能源使用和拥挤)和社会(例如,与交通有关的空气污染、事故和噪音)造成的后果。本文首次考虑了易腐货物运输的顾客满意度和环境问题,提出了一个两级有能力车辆路径问题(2-ECVRP)。本文提出了一种新的双目标模型,该模型最大限度地减少了顾客总等待时间和总出行成本。对每条路线运输的最大允许二氧化碳排放量的限制被认为是问题中的环境问题。该模型采用简单加性加权法求解。最后,将所提出的模型应用于连锁超市的实际问题。GAMS优化软件对各目标函数重要性的分析结果验证了模型的有效性和高性能。此外,对模型进行的敏感性分析表明,碳排放限制政策越少,总排放量越大,但总出行成本和乘客等待时间越短。
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A NEW BI-OBJECTIVE MODEL FOR A TWO-ECHELON CAPACITATED VEHICLE ROUTING PROBLEM FOR PERISHABLE PRODUCTS WITH THE ENVIRONMENTAL FACTOR
In multi-echelon distribution strategy freight is delivered to customers via intermediate depots. Rather than using direct shipments, this strategy is an increasingly popular one in urban logistics. This is primarily to alleviate the environmental (e.g., energy usage and congestion) and social (e.g., traffic-related air pollution, accidents and noise) consequences of logistics operations. This paper represents a two-echelon capacitated vehicle routing problem (2-ECVRP) in which customers' satisfaction and environmental issues are considered for perishable goods delivery for the first time. The paper proposes a novel bi-objective model that minimizes: 1) total customers waiting time, and 2) total travel cost. A restriction on maximum allowable carbon dioxide (CO2) emissions from transport in each route is considered as environmental issue in the problem. The proposed model is solved by simple additive weighting (SAW) method. Finally, the proposed model is applied to a real world problem in a supermarket chain. The results achieved by GAMS optimization software confirm the validity and high performance of the model in respect to the importance of the each objective function. Furthermore, the sensitivity analysis performed on the model reveals that less restrictive policies on carbon emissions lead to more total emissions but less total travel cost and customers waiting time.
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