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智慧公路多源数据下的交通出行演化模型 被引量:1
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作者 孙超 李孟晖 韩飞 《浙江大学学报(工学版)》 EI CAS CSCD 北大核心 2020年第3期546-556,共11页
为探索智慧公路对出行者路径选择行为的影响,将网络可靠性和经验学习理论引入出行者的路径选择过程.运用交通流理论统一化由智慧公路采集的多源数据类型,进一步采用最小方差加权平均方法融合多源数据.智慧公路上的出行者根据融合信息实... 为探索智慧公路对出行者路径选择行为的影响,将网络可靠性和经验学习理论引入出行者的路径选择过程.运用交通流理论统一化由智慧公路采集的多源数据类型,进一步采用最小方差加权平均方法融合多源数据.智慧公路上的出行者根据融合信息实时决策出行路径;普通公路上的出行者根据前一天的路网交通状况和历史出行经验选择出行路径.采用不动点理论证明模型解的等价性、存在性和稳定性条件.算例结果表明:道路流量行为系数和感知时间误差的增大均会导致模型进入不稳定状态;在模型解稳定性方面,具有冒险倾向的出行者显著优于具有风险规避倾向的出行者,且多源融合数据演化的路网交通流量更具鲁棒性. 展开更多
关键词 智慧公路 出行演化 数据融合 交通网络不确定性 不动点
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Evolution trend analysis of urban residents’ low-carbon travel development based on multidimensional game theory 被引量:6
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作者 WU Xiao-hui HE Mei-ling +1 位作者 CAO Shu-chao SHI Yu-ji 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第12期3388-3396,共9页
In the travel process of urban residents,travelers will take a series of activities such as imitation and exclusion by observing other people’s travel modes,which affects their following trips.This process can be see... In the travel process of urban residents,travelers will take a series of activities such as imitation and exclusion by observing other people’s travel modes,which affects their following trips.This process can be seen as a repeated game between members of the travelers.Based on the analysis of this game and its evolution trend,a multi-dimensional game model of low-carbon travel for residents is established.The two dimensional game strategies include whether to accept the low-carbon concept and whether to choose low-carbon travel.Combined with evolutionary game theory,the low-carbon travel choices of residents in different cities are simulated,and the evolutionary stability strategies are obtained.Finally,the influences of the main parameters of the model on the evolution process and stability strategies are discussed.The results show that travelers would develop towards two trends.Cities with more developed public traffic system have a higher proportion of receiving low-carbon concept and choosing low-carbon travel.Cities with underdeveloped public transport system could increase this proportion by some measures such as encouraging residents to choose slow transport and increasing the propaganda of low-carbon travel,but the positive effects of the measures like propaganda have a limited impact on the proportion. 展开更多
关键词 low-carbon travel evolution trend multidimensional game travel modes
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