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Hours of Service Regulations in Road Freight Transport: An Optimization-Based International Assessment

机译:公路货运服务小时数:基于优化的国际评估

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摘要

Driver fatigue is internationally recognized as a significant factor in approximately 15%-20% of commercial road transport crashes. In their efforts to increase road safety and improve working conditions of truck drivers, governments worldwide are enforcing stricter limits on the amount of working and driving time without rest. This paper describes an effective optimization algorithm for minimizing transportation costs for a fleet of vehicles considering business hours of customers and hours of service regulations. The algorithm combines the exploration capacities of population-based metaheuristics, the quick improvement abilities of local search, with forward labeling procedures for checking compliance with complex hours of service regulations. Several speedup techniques are proposed to achieve an overall efficient approach. The proposed approach is used to assess the impact of different hours of service regulations from a carrier-centric point of view. Extensive computational experiments for various sets of regulations in the United States, Canada, the European Union, and Australia are conducted to provide an international assessment of the impact of different rules on transportation costs and accident risks. Our experiments demonstrate that European Union rules lead to the highest safety, whereas Canadian regulations are the most competitive in terms of economic efficiency. Australian regulations appear to have unnecessarily high risk rates with respect to operating costs. The recent rule change in the United States reduces accident risk rates with a moderate increase in operating costs.
机译:国际上公认的驾驶员疲劳是造成约15%-20%的商业道路运输事故的重要因素。为了提高道路安全性和改善卡车司机的工作条件,全世界的政府都在严格限制工作和开车时间的范围内保持休息。本文介绍了一种有效的优化算法,可在考虑客户营业时间和服务法规小时的情况下最大程度地减少车辆运输成本。该算法结合了基于人口的元启发式方法的探索能力,本地搜索的快速改进能力以及用于检查是否符合复杂服务小时法规的正向标注程序。提出了几种加速技术来实现整体有效的方法。从以运营商为中心的角度来看,所提出的方法可用于评估不同服务时间法规的影响。针对美国,加拿大,欧盟和澳大利亚的各种法规进行了广泛的计算实验,以对不同法规对运输成本和事故风险的影响进行国际评估。我们的实验表明,欧盟法规带来最高的安全性,而加拿大法规在经济效率方面最具竞争力。澳大利亚法规在运营成本方面似乎具有不必要的高风险率。美国最近的法规变更降低了事故风险率,运营成本适度增加。

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