Operations management in distribution networks within a smart city framework.

IF 0.8 4区 数学 Q4 BIOLOGY
Raffaele Cerulli, Renata Paola Dameri, Anna Sciomachen
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引用次数: 9

Abstract

This article studies a vehicle routing problem with environmental constraints that are motivated by the requirements for sustainable urban transport. The empirical research presents a fleet planning problem that takes into consideration both minimum cost vehicle routes and minimum pollution. The problem is formulated as a mixed integer linear programming model and experimentally validated using data collected from a real situation: a grocery company delivering goods ordered via e-channels to customers spread in the urban and metropolitan area of Genoa smart city. The proposed model is a variant of the vehicle routing problem tailored to include environmental issues and street limitations. Its novelty regards also the use of real data instances provided by the B2C grocery company. Managerial implications are the choice of both the routes and the number and type of vehicles. Results show that commercial distribution strategies achieve better results in term of both business and environmental performance, provided the smart mobility goals and constraints are included into the distribution model from the beginning.

智慧城市框架下配电网的运营管理。
本文研究了受可持续城市交通需求驱动的环境约束下的车辆路径问题。实证研究提出了一个同时考虑最小成本车辆路线和最小污染的车队规划问题。该问题被制定为一个混合整数线性规划模型,并使用从真实情况中收集的数据进行实验验证:一家杂货公司通过电子渠道向热那亚智慧城市的城市和大都市地区的客户交付订购的货物。所提出的模型是车辆路线问题的一个变体,该问题经过量身定制,包括环境问题和街道限制。它的新颖之处还在于使用B2C杂货公司提供的真实数据实例。管理方面的影响包括路线的选择以及车辆的数量和类型。结果表明,如果从一开始就将智能移动的目标和约束纳入到分销模型中,商业分销策略在商业和环境绩效方面都取得了更好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.20
自引率
0.00%
发文量
15
审稿时长
>12 weeks
期刊介绍: Formerly the IMA Journal of Mathematics Applied in Medicine and Biology. Mathematical Medicine and Biology publishes original articles with a significant mathematical content addressing topics in medicine and biology. Papers exploiting modern developments in applied mathematics are particularly welcome. The biomedical relevance of mathematical models should be demonstrated clearly and validation by comparison against experiment is strongly encouraged. The journal welcomes contributions relevant to any area of the life sciences including: -biomechanics- biophysics- cell biology- developmental biology- ecology and the environment- epidemiology- immunology- infectious diseases- neuroscience- pharmacology- physiology- population biology
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