Optimal Design of Feeder-Bus Network with Split Delivery

总线网络 本地巴士 传输(计算) 计算机科学 遗传算法 网络规划与设计 过境(卫星) 计算机网络 系统总线 控制总线 运输工程 工程类 公共交通 计算机硬件 机器学习 并行计算
作者
Lianbo Deng,Yuan He,Ning-xin Zeng,Junhao Zeng
出处
期刊:Journal of transportation engineering [American Society of Civil Engineers]
卷期号:146 (3) 被引量:8
标识
DOI:10.1061/jtepbs.0000305
摘要

Feeder-bus networks between urban rail transit systems and bus stops are inefficient in terms of the cost incurred by passengers, the time taken to reach the destination, and the number and frequency of feeder buses. To solve these issues, a new split delivery model using genetic algorithm (GA) for the feeder-bus network design problem (FBNDP), which is based on the transfer network, is proposed. To accomplish this, the general many-to-one assumption between bus stops and routes is discarded and replaced by the many-to-many assumption, wherein multiple bus stops are served by multiple routes, while considering a new split delivery method. This model is called the feeder-bus network design problem with split delivery (FBNDP-SD). The use of GA and the many-to-many assumption through repeat bus stops resulted in the effective distribution of passenger demand among different routes, reducing the passengers’ generalized travel expenses and optimizing the network structure. While the construction of the FBNDP-SD solution, as well as the interconversion of the FBNDP solution and FBNDP-SD solution, is realized, this paper provides a new research direction of FBNDP.

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