公路货物运输服务时间规则:基于优化的国际评估

A. Goel, Thibaut Vidal
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引用次数: 77

摘要

国际上公认驾驶员疲劳是造成约15%- 20%商业道路交通事故的重要因素。为了提高道路安全和改善卡车司机的工作条件,世界各国政府正在对不休息的工作量和驾驶时间实施更严格的限制。本文描述了一种考虑客户营业时间和服务时间规定的车队运输成本最小化的有效优化算法。该算法结合了基于群体的元启发式的探索能力、局部搜索的快速改进能力,以及检查是否符合复杂的服务时间规则的前向标记程序。提出了几种加速技术,以实现全面有效的方法。所提出的方法用于从以运营商为中心的角度评估不同服务时间规定的影响。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,以提供不同规则对运输成本和事故风险影响的国际评估。我们的实验表明,欧盟的规定带来了最高的安全性,而加拿大的规定在经济效率方面最具竞争力。就运营成本而言,澳大利亚的法规似乎有不必要的高风险。美国最近的规则变化降低了事故风险,同时适度增加了运营成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hours of Service Regulations in Road Freight Transport: An Optimization-based International Assessment
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 speed-up 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.
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