基于密度半径自适应选择的K-均值聚类算法

K-均值算法聚类速度快,易于实现,且对数据依赖度低,在文本聚类中得到广泛应用.然而,由于聚类初始中心点选择的随机性,传统K-均值算法以及其变种的聚类结果会产生较大的波动.文章对K-均值算法进行了改进,通过自适应选择最佳密度半径进而优化聚类初始中心选择的方法,得到一种适合文本数据聚类分析的改进算法.实验表明,该算法能够生成质量较高而且波动性较小的聚类结果.     

轨道不平顺数值模拟方法

为了提高将轨道功率谱密度函数(PSD)通过数值模拟方法转换为时域样本的可靠度,分析了国内外常用的轨道不平顺数值模拟方法的模拟原理和步骤,采用计算机仿真程序模拟出各种方法生成的时域样本,并以此作为车辆垂向动力学模型的输入激励,通过数值仿真得出系统的时间-响应历程。各种模拟方法模拟结果比较表明采用各种方法模拟出的轨道不平顺时域样本是正确的,用三角级数法和逆Fourier变换法模拟出的时域样本的离散度较小,而用白噪声滤波法和二次滤波法模拟的时域样本离散度较大,因此后两种方法模拟出的轨道不平顺时域样本不宜作为研究系统时域响应时的轨道激励。     

增大泥泵最大球形通道的方案

增大泥泵最大球形通道可以提升疏浚工程连续性,减少堵泵的风险,提高疏浚施工效率。泥泵最大球形通道和泥泵效率是泥泵设计中的矛盾点。针对上述问题通过调研提出了两种增大泥泵最大球形通道方案,采用数值模拟方法计算了3种方案的泥泵内部流场。通过对数值模拟结果的统计分析,对比3种方案泥泵的性能。确定了增大泥泵最大球形通道叶轮设计方案,为后续泥泵改造提供基础。     

Aggregating mobile object trajectories: cumulative time geographic density estimation for GPS data

We present new approaches that expand upon the time geographic density estimation (TGDE) framework previously employed to estimate potential path trees. In the past, TGDE metrics have identified possible locations an individual moving object may have passed between, given known origin and destination points. This paper utilizes a new form of TGDE to investigate taxicab GPS traces over a specified time horizon with position ‘gaps’. To this end, we propose a new extension to the TGDE framework, TGDE-C, which is used to determine the cumulative TGDE values for a group of GPS traces, at a given location. These metrics are applied to multiple taxis and allow for time of day analysis. Additionally, we combine these new extensions with existing TGDE metrics that allow us to determine how accessible individual or groups of vehicles are to urban opportunities.     

A two-phase model for dry port location with an application to the port of Dalian in China

This paper provides guidance for an optimal and reasonable dry port layout for the port of Dalian in China. We present a two-phase framework on the location of dry ports, which solves the selection of candidate inland cities and optimal dry port location choice, respectively. Fuzzy C-Means Clustering is applied to select alternative cities in the vast hinterland of the seaport of Dalian, with a view to identify evaluation factors that affect the location selection decision. A cost-minimisation linear programming solution is proposed, with the aid of a genetic algorithm, to choose the optimal location as well as capacity level among the candidate inland cities.     

光面爆破技术在城市地铁隧道施工中的应用

文章从光面爆破机理、光面爆破技术中各主要参数的确定,以及光面爆破在实际工程中的应用几个方面出发,以深圳地铁安-侨区间隧道硬岩段施工为例,研究分析了如何利用光面爆破技术来提高城市地铁浅埋暗挖法的光爆效果,特别是近距离穿越重要建(构)筑物时如何有效进行光面爆破。     

Comparative analysis of household car,motorcycle and bicycle ownership between Osaka metropolitan area,Japan and Kuala Lumpur,Malaysia

The interactions among different types of vehicle ownership including car, motorcycle and bicycle are examined by developing simultaneous vehicle ownership models in this study. Large scale person trip survey data for Osaka metropolitan area, Japan and Kuala Lumpur, Malaysia are used for empirical analysis. The results suggest that population density at residential area significantly and negatively affects car ownership for both areas, and that the effects are larger for Osaka metropolitan area than for Kuala Lumpur. Also, bicycle ownership becomes higher at higher population density area for Osaka area, while higher at lower population density area for Kuala Lumpur, which represents the different usage patterns of bicycle between the two areas.

橡胶粉改性MAC沥青混合料路用性能的研究

主要讨论了橡胶粉在MAC沥青混合料中的应用,研究了橡胶粉干法改性沥青混合料高温性能、抗水损害性能及混合料的抗飞散性能,证明了其优良的路用价值。     

氯离子在混凝土中渗透行为的研究

文章在干湿循环和全浸泡两种条件下，研究了氯离子在混凝土中的渗透性能，并考虑扩散系数随时间变化的因素．为准确地预测实际工况混凝土结构的使用寿命提供参考。     

空气层结对港口细煤粉污染扩散的影响分析

通过分析空气层结对港口细煤粉扩散的影响,得出离源0.5 km处稳定层结、中性层结及不稳定层结3种层结条件下污染物的浓度峰值分别为1.3 mg/m',0.27 mg/m'和0.02 mgW,同时得出5.5 m/s,7 m/s两种风速条件下的污染物浓度峰值.结果表明,湍流处于不稳定层结时,浓度分布峰值相对较小;随着层结逐渐...