A Multi-Stage Dispatching and Scheduling Algorithm for Individualized Public Transportation System

Zhenming Yang, Xuetao Wang, Chenghao Li, Qianchuan Zhao
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Abstract

The increasing rate of vehicle population leads to traffic congestion and gas emission. Frequent traffic congestion increases commuting time and affects efficiency in work. Raising the proportion of public transportation is a solution to the issue. Compared with conventional transportation, Individualized Public Transportation System (IPTS) is more flexible and can be customized for every passenger. This paper proposes a four-stage system design method. Scheduling, dispatching and order responding algorithm are design to meet the demand of IPTS. We define the concept of Available Area for each bus, in order to recognize whether a new passenger order can be added to the bus without detour. We present the results in two scenarios: uniform distributed passengers and commuting passengers. IPTS reduces total travel time and waiting time compared to conventional transportation.
个性化公共交通系统的多阶段调度算法
车辆数量的增加导致了交通拥堵和气体排放。频繁的交通拥堵增加了通勤时间,影响了工作效率。提高公共交通的比例是解决这个问题的一个办法。与传统交通工具相比,个性化公共交通系统(IPTS)具有更大的灵活性,可以为每一位乘客量身定制。本文提出了一种四阶段系统设计方法。针对IPTS的需求,设计了调度、调度和订单响应算法。我们为每辆公交车定义了Available Area的概念,以识别是否可以在不绕路的情况下增加新的乘客订单。我们给出了两种情况下的结果:均匀分布的乘客和通勤的乘客。与传统运输相比,IPTS减少了总旅行时间和等待时间。
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