基于因子分析的农村中学生体质的因素分析

中学生中农村人口占较大部分,他们的体质影响着未来我国人口的整体状况.对随机抽样的1 724名农村中学生进行调查,采用数理统计法和实验法,对具有重要影响的16个子因素进行因子分析,认为在生活方式、家庭和学校等3个方面对农村中学生的体质起着决定作用.对这3个方面的改善给出了建议,为学校体育在提高和改善农村中学生体质科学研究方面提供理论依据.     

渡槽工程的病害分析与防治研究

结合某大型渡槽工程实例,探索适用于该类工程的检测、评价与病害处治方法,结合检测信息进行三维数值模拟,以达到从整体与局部、内在机理与外因相结合的角度对渡槽进行病害综合分析.与以往仅从渡槽工程具体病害表象进行表层处理的方式不同,该方法是从引起结构病害的深层次原因方面进行分析研究.最后,在检测与分析的基础上,提出有针对性的病害治理方案.该方案已成功应用在工程的修补上,取得了较满意的结果.     

宁波市公共自行车服务满意度评价模型构建研究

以宁波市公共自行车为例，将因子分析法与二项logistic法相结合，对采集的1 688份居民满意度有效问卷展开分析。利用因子分析法筛选出6个因子，利用二项logistic法剔除并筛选出5个有效因子构建公共自行车服务满意度评价模型，合理评估当前宁波市公共自行车服务满意度。同时，利用随机抽取并不参与建模的5%问卷样本对评价模型进行校验，以确保模型的准确性与合理性。该研究有助于合理评价当前宁波市居民对公共自行车的服务满意度，同时适用于对未来一段时间内公共自行车服务满意度的预测。     

Forecasting economic indicators using a consumer sentiment index: Survey‐based versus text‐based data

Given the confirmed effectiveness of the survey‐based consumer sentiment index (CSI) as a leading indicator of real economic conditions, the CSI is actively used in making policy judgments and decisions in many countries. However, although the CSI offers qualitative information for presenting current conditions and predicting a household's future economic activity, the survey‐based method has several limitations. In this context, we extracted sentiment information from online economic news articles and demonstrated that the Korean cases are a good illustration of applying a text mining technique when generating a CSI using sentiment analysis. By applying a simple sentiment analysis based on the lexicon approach, this paper confirmed that news articles can be an effective source for generating an economic indicator in Korea. Even though cross‐national comparative research results are suited better than national‐level data to generalize and verify the method used in this study, international comparisons are quite challenging to draw due to the necessary linguistic preprocessing. We hope to encourage further cross‐national comparative research to apply the approach proposed in this study.     

基于l1范数主成分分析的极化SAR图像变化检测

为提高极化合成孔径雷达(synthetic aperture radar, SAR)图像变化检测算法的鲁棒性以及检测精度,提出基于范数主成分分析(linorm principal component analysis,l1-PCA)模型的变化检测算法。首先,采用基于Hotelling-Lawley复矩阵迹变化检测算子构造差异图;其次,采用l1-PCA模型获取差异图的变化信息,使得每个像素以一个特征向量来表示;最后,使用k-means算法对变化信息进行聚类,得到变化检测结果。该方法是一种非监督变化检测方法,相比于基于2范数的PCA检测方法,l1-PCA在特征提取方面具有更高的鲁棒性,并且可以进一步提高变化检测精度。基于RADARSAT-2卫星获取的3幅图像进行的实验结果表明,相较于其他两种典型算法,所提算法更加稳定,精确度更高。     

活动重叠对缩短资源受限项目工期有效性研究

活动重叠是项目赶工的一种常用手段,但并非所有活动的重叠执行均能有效缩短项目工期.识别和评估项目中活动重叠对缩短项目工期的有效性,避免无效的活动重叠及资源的浪费,对于解决资源受限项目调度问题具有重要的理论和现实意义.针对现有进度生成机制在处理带有活动重叠的资源受限项目调度问题上的不足,本文建立整数线性规划模型并对小规模算例进行精确求解.在对求解结果统计分析的基础上识别影响活动重叠有效性的关键因素,为项目调度中制定重叠策略提供指导.通过一个算例验证预先识别有效的活动重叠对提升启发式算法性能和优化项目调度结果具有积极作用.     

The effect of target function on the predictive performance of the two‐stage ridge estimator

The main thrust of this study is to consider the problem of simultaneous prediction of actual and average values of the simultaneous equations model through the target function of Shalabh (Bulletin of International Statistical Institute, 1995, 56, 1375–1390). We focus on the predictive performance of the two‐stage ridge estimator with the motivation for eliminating the disorder arising from multicollinearity. An optimal biasing parameter of the two‐stage ridge estimator is derived by a minimization process of prediction mean square error. In addition, an optimal estimator for the weight of observed value in target function is attained theoretically. The results inferred from a numerical example and a Monte Carlo experiment provide a dramatic improvement in the predictive ability of the two‐stage ridge estimator.     

Microbes,mathematics, and models

Microbial model systems have a long history of fruitful use in fields that include evolution and ecology. In order to develop further insight into modelling practice, we examine how the competitive exclusion and coexistence of competing species have been modelled mathematically and materially over the course of a long research history. In particular, we investigate how microbial models of these dynamics interact with mathematical or computational models of the same phenomena. Our cases illuminate the ways in which microbial systems and equations work as models, and what happens when they generate inconsistent findings about shared targets. We reveal an iterative strategy of comparative modelling in different media, and suggest reasons why microbial models have a special degree of epistemic tractability in multimodel inquiry.     

HPLC-ELSD测定安神宝颗粒中3种成分

为完善安神宝颗粒的质量控制标准,采用高效液相色谱法同时测定安神宝颗粒中酸枣仁皂A、东莨菪内酯、槲皮素3种有效成分,采用Agilent Zorbox SB C18色谱柱(4.6mm×150mm,5μm)及蒸发光散射检测器,柱温35℃,流动相为甲醇-0.5%的冰醋酸水溶液,梯度洗脱,流速为1.0mL/min,进样量10μL。结果表明,在该色谱条件下,3种有效成分均完全分离,峰面积对数与进样量对数呈良好的线性关系(r=0.995 6~0.998 0);精密度、重复性、稳定性试验结果符合要求,各被测组分的平均回收率在94.74%~96.08%之间。液相色谱法操作简单,准确度、灵敏度高,可用于检测安神宝颗粒中的有效成分,对完善安神宝颗粒质量标准,提升药品的质量控制水平具有实际意义。     

基于LQG控制的整车8-DOF系统振动分析

建立了整车8-DOF系统动力学模型,考虑了主动悬架控制,并增设了主动座椅控制,设计了车辆主动悬架系统的LQG控制器。基于Matlab仿真平台建立了整车8-DOF系统动力学仿真模型,对所得最优控制策略下的动态响应进行了仿真验证。仿真结果表明:为了改善人椅系统质心及车身质心的跳振性能需要在一定程度上弱化各轮轮胎动位移性能。从控制效能上来看,该最优控制器能够满足各行驶状态下对悬架性能的要求,改善了车辆的行驶平顺性。