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Airlines Seat Pricing with Seat Upgrading 座位升级的航空公司座位定价
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100054
Yihua Li , Ahmadreza Mahmoudzadeh , Xiubin Bruce Wang

Pricing optimization is key to the airlines’ profitability. Oftentimes, the premium cabin demand falls short of the seat capacity, making economy cabin seat upgrading a common practice. The common procedure in the airline industry solves the revenue management optimization for premium cabin first and then to determine the number of seats left for lower cabin upgrading, which together with the lower cabin seat capacity, allows to solve the lower (economy) cabin optimization. In comparison, this paper develops models to combine all the cabin capacities, including economy and premium (business/first), and solve the optimization simultaneously. The models consider cases with deterministic and random demand, respectively. Numerical tests use actual production data and indicate that the proposed models outperform the current ones in practice.

定价优化是航空公司盈利的关键。通常,高级客舱的需求低于座位容量,这使得经济舱座位升级成为一种常见做法。航空业的通用程序首先解决高级客舱的收入管理优化,然后确定低客舱升级的剩余座位数量,再加上低客舱座位容量,可以解决低(经济)客舱优化。相比之下,本文开发了将所有客舱容量(包括经济舱和高级舱(商务舱/优先舱))相结合的模型,并同时解决优化问题。模型分别考虑了具有确定性和随机需求的情况。数值试验使用了实际生产数据,表明所提出的模型在实践中优于现有模型。
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引用次数: 1
Lufthansa Express Rail in Germany: A critical evaluation of benefits and limitations of the intermodal network based on journey time and fares 德国汉莎航空快线:基于行程时间和票价的多式联运网络效益和局限性的批判性评估
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100048
Sebastian Wandelt, Xiaoqian Sun

Frankfurt Airport is a role model for intermodal infrastructure, given its excellent degree of air, rail, and road connectivity. The connection Cologne-Frankfurt, for instance, is frequently used as the prime example for air-rail mode substitution, where a high-frequent rail service from Cologne Main Station to the integrated air-rail terminal at Frankfurt Airport completely replaced air service between the two cities in the year 2007. In recent years, Lufthansa and Deutsche Bahn have gradually expanded this role model into a whole network product covering 24 cities connected for Frankfurt Airport, advertised as Lufthansa Express Rail. In this study, we analyze the potential benefits of Lufthansa Express Rail for the 24 cities in terms of journey time and journey fare, comparing it to flights departing from the 24 origin cities directly. Our results indicate that the network and schedule together do not lead to obvious advantages for either time-sensitive or price-sensitive passengers, compared to the prime example Cologne-Frankfurt. Our study contributes to the analysis of air-rail integration, highlighting the difficulties which are inherent when extending a prime example corridor into a working network product.

法兰克福机场是多式联运基础设施的典范,因为它具有良好的航空、铁路和公路连通性。例如,连接科隆-法兰克福经常被用作空铁模式替代的主要例子,从科隆火车总站到法兰克福机场综合空铁总站的高频率铁路服务在2007年完全取代了两个城市之间的航空服务。近年来,汉莎航空和德国铁路已将这一榜样逐步扩展为覆盖法兰克福机场24个城市的全网络产品,广告名为汉莎快铁。在这项研究中,我们分析了汉莎快速铁路在行程时间和票价方面对24个城市的潜在好处,并将其与直接从24个始发城市起飞的航班进行了比较。我们的结果表明,与科隆-法兰克福的主要例子相比,网络和时间表加在一起对时间敏感或价格敏感的乘客都没有带来明显的优势。我们的研究有助于分析空铁一体化,强调了将一个主要示例走廊扩展为一个工作网络产品时所固有的困难。
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引用次数: 0
Analysis of social acceptability in the implementation of a congestion pricing area in Senegal 塞内加尔实施拥堵收费地区的社会可接受性分析
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100036
Anna Ndiaye Fall
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引用次数: 5
“Predict, then optimize” with quantile regression: A global method from predictive to prescriptive analytics and applications to multimodal transportation 分位数回归的“预测,然后优化”:一种从预测到规定分析的全球方法及其在多式联运中的应用
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100035
Shuaian Wang , Ran Yan
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引用次数: 10
Road condition monitoring using unsupervised learning based bus trajectory processing 基于无监督学习的公交车轨迹处理的路况监测
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100041
Pruthvish Rajput, Manish Chaturvedi, Vive Patel
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引用次数: 10
Investigating tools for evaluating service and improvement opportunities on bicycle routes in Ohio, United States 评估美国俄亥俄州自行车路线服务和改进机会的调查工具
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100040
Kailai Wang , Gulsah Akar , Long Cheng , Kevin Lee , Meredyth Sanders

Over the past two decades, transportation engineers and urban planners have become increasingly interested in using performance measures to capture roadway infrastructure effects on bicyclists' comfort levels. In this study, a tool is developed for evaluating Ohio's local roads and identifying opportunities for improvement. This begins by assessing the available data sources required to develop a customized model for Ohio, United States. Stakeholder interviews and data assessment outcomes indicate that most local jurisdictions do not have access to all relevant data for a complete bicycle level of traffic stress (LTS) analysis. Therefore, we extend the original bicycle LTS framework by formulating effective methods to deal with missing data. The designed methods are based on Ohio's functional classification system, and existing data on speed limits, traffic volumes, and bicycle facility widths. Our approach enables agencies to conduct bicycle LTS analysis when critical data elements are missing (such as posted speed limits, traffic volumes, and bicycle facility widths). For example, compared to the assignments with completed Mid-Ohio region data, the proposed approach reaches a 90% match in bicycle LTS score assignments in urban areas when road traffic volumes are missing. Local communities in Ohio and beyond can adopt the proposed approach to achieve interim and temporary results when collecting accurate data is not feasible due to time and cost considerations.

在过去的二十年里,交通工程师和城市规划者对使用性能指标来捕捉道路基础设施对骑自行车者舒适度的影响越来越感兴趣。在这项研究中,开发了一种工具来评估俄亥俄州的地方道路,并确定改进的机会。这首先要评估为美国俄亥俄州开发定制模型所需的可用数据源。利益相关者访谈和数据评估结果表明,大多数地方司法管辖区无法获得完整的自行车交通压力水平(LTS)分析的所有相关数据。因此,我们通过制定有效的方法来处理缺失的数据,扩展了原来的自行车LTS框架。设计的方法基于俄亥俄州的功能分类系统,以及关于限速、交通量和自行车设施宽度的现有数据。当关键数据元素(如公布的限速、交通量和自行车设施宽度)缺失时,我们的方法使机构能够进行自行车LTS分析。例如,与已完成俄亥俄州中部地区数据的分配相比,当道路交通量缺失时,所提出的方法在城市地区的自行车LTS分数分配中达到90%的匹配。俄亥俄州及其他地区的当地社区可以在由于时间和成本考虑而无法收集准确数据的情况下,采用拟议的方法来获得临时和临时结果。
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引用次数: 13
Discussions on pedestrian delay models and applications at signalized crosswalks 信号人行横道行人延误模型及应用探讨
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100039
Weijie Chen, Feng Zhu
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引用次数: 7
Recent advances in understanding the impact of built environment on traffic performance 了解建筑环境对交通性能影响的最新进展
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100034
Dong Xiao , Inhi Kim , Nan Zheng
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引用次数: 3
Demand management for smart transportation: A review 智能交通的需求管理:综述
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100038
Xiaoran Qin , Jintao Ke , Xiaolei Wang , Yili Tang , Hai Yang

The current revolutions of automation, electrification, and sharing are reshaping the way we travel, with broad implications for future mobility management. While much uncertainty remains about how these disruptive technologies would exactly impact demand for future mobility and enhancement of transportation supply, it is clear that innovative demand management is equally important as smart supply technology development in solving worsening traffic problems in big cities. In this work, we will discuss the significances, opportunities, and challenges of demand management in the era of smart transportation. Innovative ways of travel demand management for road transportation, public transit, and smart mobility are described, including tradable travel credit schemes for road congestion mitigation, revenue-preserving and Pareto-improving strategies for peak-hour transit demand management, and a novel reward scheme integrated with surge pricing in a ride-sourcing market.

当前自动化、电气化和共享的革命正在重塑我们的出行方式,对未来的出行管理有着广泛的影响。尽管这些颠覆性技术将如何确切影响未来出行需求和交通供应增强仍存在许多不确定性,但很明显,在解决大城市日益恶化的交通问题方面,创新的需求管理与智能供应技术开发同等重要。在这项工作中,我们将讨论智能交通时代需求管理的意义、机遇和挑战。介绍了道路交通、公共交通和智能交通出行需求管理的创新方法,包括缓解道路拥堵的可交易出行信贷计划、高峰时段交通需求管理的收入保护和Pareto改进策略,以及一种与乘车采购市场中的激增定价相结合的新型奖励计划。
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引用次数: 14
Lufthansa Express Rail in Germany: A critical evaluation of benefits and limitations of the intermodal network based on journey time and fares 德国汉莎快速铁路:基于旅程时间和票价的多式联运网络的优势和局限性的关键评估
Pub Date : 2022-12-01 DOI: 10.1016/j.multra.2022.100048
S. Wandelt, Xiaoqian Sun
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引用次数: 0
期刊
Multimodal Transportation
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