Research on Reservation Parking Lateness Based on Multi-stage Auction Strategy

Yue Liu, Ge Gao, Meihao Yao, K. Yao, Xiao Ju
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Abstract

Parking reservation is one of the effective ways to increase the occupancy rate of parking spaces. However, due to traffic congestion, traffic accidents and other reasons, some drivers may not park on time as scheduled, resulting in low utilization of parking spaces and waste of parking resources. In view of this, this paper proposes a parking space reservation method based on multi-stage auction to solve the problem of low utilization rate of parking spaces due to drivers being late or absent. Different from previous studies, this paper proposes a “real-time reporting strategy for drivers’ driving conditions” to guide drivers to report their lateness. Improve parking space utilization and reduce vehicle cruising time. In order to encourage late drivers to report in time, reward drivers who report, and punish drivers who do not report and waste parking resources, the Vickrey-Clarke-Groves auction mechanism is used to determine the reward and punishment price for drivers. Research shows that the parking reservation mechanism based on multi-stage Vickrey-Clarke-Groves auctions brings more utility to the parking lot than the traditional “first come first serve “Real-time reporting strategy of driver’s driving condition” can effectively restrain the large fluctuation of parking lot utility and driver’s parking benefit caused by late arrival of driver. At the same time, the cruising time of the parking vehicle is also reduced, and good social benefits can be obtained.
基于多阶段竞价策略的预约车位延迟问题研究
车位预约是提高车位占用率的有效途径之一。然而,由于交通拥堵、交通事故等原因,部分司机可能无法按时停车,造成停车位利用率低,浪费停车资源。鉴于此,本文提出了一种基于多阶段拍卖的车位预约方法,以解决由于司机迟到或缺席导致的车位利用率低的问题。与以往研究不同的是,本文提出了“驾驶员驾驶状况实时报告策略”,引导驾驶员报告迟到行为。提高车位利用率,缩短车辆巡航时间。为了鼓励迟到司机及时报告,奖励报告的司机,惩罚不报告和浪费停车资源的司机,采用了Vickrey-Clarke-Groves拍卖机制来确定司机的奖惩价格。研究表明,基于多级Vickrey-Clarke-Groves拍卖的车位预约机制比传统的“先到先得”的驾驶员驾驶状况实时报告策略能够有效抑制由于驾驶员迟到而导致的停车场效用和驾驶员停车效益的较大波动,从而为停车场带来更多的效用。同时,也减少了停放车辆的巡航时间,可获得良好的社会效益。
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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