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李晓伟

博士生导师
硕士生导师
教师姓名:李晓伟
教师拼音名称:lixiaowei
所在单位:城市发展与现代交通学院
学历:博士研究生
性别:男
联系方式:lixiaowei@xauat.edu.cn
学位:博士
职称:副教授
在职信息:在职
主要任职:交通工程教研室主任
所属院系:城市发展与现代交通学院
学科:交通信息工程及控制    交通运输规划与管理    
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论文成果
Multi-Objective Optimization of Urban Bus Network Using Cumulative Prospect Theory
发布时间:2024-10-26    点击次数:

影响因子:0.919

发表刊物:Journal of Systems Science & Complexity

关键字:Bus network; cumulative prospect theory; optimization; traffic engineering

摘要:Multi-objective optimization of urban bus network can help improve operation efficiency of the transit system and develop strategies for reducing urban traffic congestion in China. The work used cumulative prospect theory, currently the most influential model for decision under uncertainty,to optimize urban bus network. To achieve the research objective, the work developed the theoretical framework of urban bus network optimization, including optimization principle, optimization objectives and constraints. Furthermore, optimization objectives could comprehensively reflect expectations of passengers and bus companies from the dimension of time, space and value. It is more scientific and reasonable compared with only one stakeholder or dimension alone in the previous studies. In addition,the technique for order preference by similarity to ideal solution(TOPSIS) was used to determine the positive and negative ideal alternative. The correlations between the optimization alternatives and the ideal alternatives were estimated by grey relational analysis simultaneously. The cumulative prospect theory(CPT) was used to determine the best alternative by comparing comprehensive prospect value of every alternative, accurately describing decision-making behavior compared with expected utility theory in actual life. Finally, Case of Xi’an showed that the method can better adjust the bus network,and the optimization solution is more reasonable to meet the actual needs.

合写作者:王炜,徐铖铖,李志斌,王宝杰

第一作者:李晓伟

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发表时间:2015-01-01