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个人信息Personal Information
教授
博士生导师
硕士生导师
性别：女
毕业院校：北京交通大学
学位：博士
所在单位：机械工程学院
学科：载运工具运用工程. 车辆工程
办公地点：大连理工大学实验2号楼（直角楼）420
联系方式：大连理工大学汽车工程学院
电子邮箱：yaobaozhen@dlut.edu.cn
The optimization of bus rapid transit route based on an improved particle swarm optimization
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论文类型：期刊论文
发表时间：2018-01-01
发表刊物：TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH
收录刊物：SCIE、SSCI、Scopus
卷号：10
期号：5
页面范围：257-268
ISSN号：1942-7867
关键字：Bus rapid transit; route; particle swarm optimization; dual population; self-adaptive; crossover operation
摘要：We present a method for identifying bus rapid transit routes optimized for serving the greatest number of passengers. Because formulating a relevant model is a complex problem, a particle swarm optimization scheme that improves on previous such approaches is applied. The optimization contains some more advanced strategies, such as dual population, self-adaptive inertia weight, and crossover operation, to enhance the abilities of the algorithm. Data collected from Dalian City, China, are then used for examining the proposed model and the optimization. Computational results demonstrate that the model is feasible and the improved particle swarm optimization is an effective method for optimizing bus rapid transit routes.