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The development and calibration of complex traffic models demands parsimonious techniques, because such models often involve hundreds of thousands of unknown parameters. The Weighted Simultaneous Perturbation Stochastic Approximation (W-SPSA) algorithm has been proven more efficient than its predecessor SPSA (Spall, 1998), particularly in situations where the correlation structure of the variables is not homogeneous. This is crucial in traffic simulation models where effectively some variables (e.g. readings from certain sensors) are strongly correlated, both in time and space, with some other variables (e.g. certain OD flows). In situations with reasonably sized traffic networks, the difference is relevant considering computational constraints. However, W-SPSA relies on determining a proper weight matrix (W) that represents those correlations, and such a process has been so far an open problem, and only heuristic approaches to obtain it have been considered.This paper presents W-SPSA in a formally comprehensive way, where effectively SPSA becomes an instance of W-SPSA, and explores alternative approaches for determining the matrix W. We demonstrate that, relying on a few simplifications that marginally affect the final solution, we can obtain W matrices that considerably outperform SPSA. We analyse the performance of our proposed algorithm in two applications in motorway networks in Singapore and Portugal, using a dynamic traffic assignment model and a microscopic traffic simulator, respectively. 相似文献
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从轨道衡地点选定、线路要求、机械台而、电气设备等方面介绍不断轨动态称量轨道衡安装各阶段、过程的方法与指引,以及轨道衡的计量检定。 相似文献
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介绍了无核密度仪的测试原理,针对Superpave-25型沥青混合料,对无核密度仪基于不同测定样本容量的标定方法进行了比较分析,证明了提高测定样本容量标定的无核密度仪用于Superpave-25型沥青混凝土面层密度测定是可行和可靠的。同时,基于密度差的离析判别标准,采用无核密度仪评价沥青混凝土路面内部施工离析,并提出了控制施工离析的建议措施。 相似文献
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大型舱容标定对于不同货物密度、船体强度和倾斜度等配载情况下的容积修正和及时的容积表更新都具有重要意义。为实现大型复杂船舱的精确、快速容积标定,利用三维激光扫描技术获取船舱内外完整的点云数据,经过点云配准、点云滤波、点云空洞修补等预处理后,对点云进行自动、半自动分割,再利用NURBS曲面重建方法构造出完整的船舱整体结构三维模型。设计出一套船舱构件模型库和基于NURBS曲面的曲面求交、曲面三角剖分和容积计算方法,并利用ObjectARX开发出一套基于AutoCAD平台的船舱模型重建和容积计算系统。提出的方法和系统在实船实验中的结果表明,数据处理效率高,相对误差小于0.2%。 相似文献