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This study explores the possibility of employing social media data to infer the longitudinal travel behavior. The geo-tagged social media data show some unique features including location-aggregated features, distance-separated features, and Gaussian distributed features. Compared to conventional household travel survey, social media data is less expensive, easier to obtain and the most importantly can monitor the individual’s longitudinal travel behavior features over a much longer observation period. This paper proposes a sequential model-based clustering method to group the high-resolution Twitter locations and extract the Twitter displacements. Further, this study details the unique features of displacements extracted from Twitter including the demographics of Twitter user, as well as the advantages and limitations. The results are even compared with those from traditional household travel survey, showing promises in using displacement distribution, length, duration and start time to infer individual’s travel behavior. On this basis, one can also see the potential of employing social media to infer longitudinal travel behavior, as well as a large quantity of short-distance Twitter displacements. The results will supplement the traditional travel survey and support travel behavior modeling in a metropolitan area. 相似文献
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基于多旅行商问题,增设集散中心需求及应急服务设施资源容量约束条件,以最小化遍历区域内全部集散中心的综合旅行时间成本为优化目标,构建一种应急设施服务区划分模型,确定各应急设施的服务区范围.设计一种复合算法求解模型,首先基于P-中值选址模型的优化理念,形成初始方案;继而加入禁忌搜索算法,结合LKH求解器对模型进行迭代优化求得最优解.基于宁波市北仑区实际拓扑网络进行案例分析,验证了模型和求解方法的有效性. 相似文献
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Locating emergency vehicles with an approximate queuing model and a meta-heuristic solution approach
In this paper, the location of emergency service (ES) vehicles is studied on fully connected networks. Queuing theory is utilized to obtain the performance metrics of the system. An approximate queuing model the (AQM) is proposed. For the AQM, different service rate formulations are constructed. These formulations are tested with a simulation study for different approximation levels. A mathematical model is proposed to minimize the mean response time of ES systems based on AQM. In the model, multiple vehicles are allowed at a single location. The objective function of the model has no closed form expression. A genetic algorithm is constructed to solve the model. With the help of the genetic algorithm, the effect of assigning multiple vehicles on the mean response time is reported. 相似文献
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集结模式决定了货车集结过程的结束条件,定点集结是一种高效率的集结方式,有利于提高运输质量.针对放宽条件定点集结模式下编组站车辆集结过程,建立离散时间批到达批服务排队模型,利用嵌入式马尔可夫链方法求得离去时刻瞬时系统集结车辆队长分布,并求得任意时刻车辆集结队长分布,在此基础上分别分析了最小编成辆数,车组大小分布,车流到达强度,服务时间间隔分布对车辆平均集结队长,集结延误时间,效率,一昼夜发送车流量等系统指标的影响.分析结果表明,各因素对车辆集结排队系统影响明显.因此,利用本文提出的模型能为编组站的精细化管理和车流组织优化提供决策参考. 相似文献
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近几年来,我国山区高速建设里程日益增加.因受复杂地形、地质条件的限制,山区高速的外业勘察具有其独有的关键技术难点,应在普通建设条件下的作业内容、作业方式的基础上,采取针对性的对策措施,确保外勘资料满足设计需求. 相似文献
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揭平英 《广东交通职业技术学院学报》2012,11(4):107-111
通过调研发现:当前高职生顶岗实习存在实习协议难以全面签订、部分学生频繁流动、教学目标偏离异化、轮岗实习较难实现、学校实习管理不够精细、学生权益保障不力等问题。为了解决这些问题,同时提出了相应的建议和对策。 相似文献
39.
To curb emissions, containerized shipping lines face the traditional trade-off between cost and emissions (CO2 and SOx) reduction. This paper considers this element in the context of liner service design and proposes a mixed integer linear programming (MILP) model based on a multi-commodity pickup and delivery arc-flow formulation. The objective is to maximize the profit by selecting the ports to be visited, the sequence of port visit, the cargo flows between ports, as well as the number/operating speeds of vessels on each arc of the selected route. The problem also considers that Emission Control Areas (ECAs) exist in the liner network and accounts for the vessel carrying capacity. In addition to using the MILP solver of CPLEX, we develop in the paper a specific genetic algorithm (GA) based heuristic and show that it gives the possibility to reach an optimal solution when solving large size instances. 相似文献
40.
POC语音调度系统在朔黄铁路运营生产中发挥了重要作用,本文为朔黄POC语音调度系统设计了一种语音服务质量评价指标体系,并详细描述了各指标的计算公式和测试方法,为朔黄铁路LTE系统服务质量检测评价提供指导和支撑。 相似文献