改进的模拟退火遗传算法在地下水管理中的应用

对于高度非线性、非凸的地下水管理模型,传统优化方法难以找到全局最优解。本文采用模拟退火遗传算法求解地下水管理模型,并从三个方面对算法进行改进:引入小生境技术,采用自适应交叉和变异概率,在选择过程中采用最优保存策略,从而提高算法的全局寻优能力和收敛速度。采用惩罚函数法处理约束条件。用Fortran 90语言编制了计算程序,并通过Schaffer测试函数验证了该算法不仅具有强大的全局寻优能力和局部搜索能力,而且具有较快的收敛速度和较高的优化精度。将该算法应用到某研究区地下水管理中,取得了较好的效果。     

基于核最小二乘模型的矿产靶区预测

地质统计单元的含矿性与地质找矿证据之间存在复杂的非线性关系,建立这种复杂关系的多元非线性统计模型并预测矿产靶区,对矿产勘查具有重要指导意义。以核函数为理论工具,在核最小二乘原理基础上提出了矿产靶区预测的核最小二乘模型;在GDAL数字图像输入输出函数库和CLAPACK线性代数软件包基础上,用VC++语言开发了面向栅格数据的矿产靶区预测核最小二乘模型算法程序,并把模型应用于新疆阿勒泰地区的矿产靶区预测研究。在MapInfo中生成包含100×151个网格统计单元的栅格图层,把栅格化后的15种找矿证据图层转化成100×151×15的数字图像数据立方体,用自行开发的程序计算每个网格统计单元的核最小二乘判别得分。结果表明,网格统计单元判别得分的高值区与已知矿床（点）的空间分布基本一致。     

基于粒子群算法与混合罚函数法的有限元优化反演模型及应用

岩土工程优化反分析是一个典型的复杂非线性函数优化问题,采用全局优化算法是解决这个问题的理想途径。针对常规反演方法应用于岩土工程参数反演时搜索效率低的缺点,结合粒子群算法和遗传算法的特点,充分考虑二者的互补性,提出一种效率较高的全局优化算法,以测点的实测值与计算值建立一种新的评价函数,将多目标优化问题转化为单目标优化问题,用混合罚函数法将约束问题变为无约束问题,构建了一种新的目标函数,将有限元程序ABAQUS作为一个模块嵌入到优化算法程序中,编制了有限元优化反演分析程序。并给出了应用实例验证了该法的有效性和实用性,是一种可行的参数反演方法,可应用于实际工程中复杂岩土介质初始应力场反演、渗流场以及位移反分析     

一种基于多能统计的射束硬化校正方法

在X射线层析成像(X-CT)系统中,传统的CT重建算法都基于射线源是单能的假设提出的,而实际的射线源是多能的,直接由多能投影数据用传统的重建算法重建图像,会导致硬化效应。本文把实际的多能谱细化成若干个子能谱,根据光子数服从Poisson分布这一规律建立数学模型,在传统迭代重建算法的基础上,借用统计的方法进行参数估计。实验结果表明该方法可以有效消除重建图像中的杯状伪影,提高重建图像质量。     

CT断层重建中滤波函数设计的新方法

滤波函数在CT图像重建过程中起着非常重要的作用,直接关系到重建图像质量。为了提高CT重建图像质量,本文从加权平均的思想出发,根据FBP重建算法的理论基础,提出一种设计滤波函数的新思路,并分析了五点加权平均滤波函数性能比较。最后针对Shepp-Logan模型数据和实际的海螺投影数据,设计出一种新的滤波函数并与S-L和R-L滤波函数的重建效果进行了比较。从比较结果可以看出,新设计的滤波函数重建的图像效果在整体性能上最好,在局部地方,其密度分辨率有所提高。本文为滤波函数的设计提出了一种新的想法和思路。     

Copula‐based joint probability function for PGA and CAV: a case study from Taiwan

This study aims to develop a joint probability function of peak ground acceleration (PGA) and cumulative absolute velocity (CAV) for the strong ground motion data from Taiwan. First, a total of 40,385 earthquake time histories are collected from the Taiwan Strong Motion Instrumentation Program. Then, the copula approach is introduced and applied to model the joint probability distribution of PGA and CAV. Finally, the correlation results using the PGA‐CAV empirical data and the normalized residuals are compared. The results indicate that there exists a strong positive correlation between PGA and CAV. For both the PGA and CAV empirical data and the normalized residuals, the multivariate lognormal distribution composed of two lognormal marginal distributions and the Gaussian copula provides adequate characterization of the PGA‐CAV joint distribution observed in Taiwan. This finding demonstrates the validity of the conventional two‐step approach for developing empirical ground motion prediction equations (GMPEs) of multiple ground motion parameters from the copula viewpoint. Copyright © 2016 John Wiley & Sons, Ltd.     

宝石CT低剂量双相扫描测定肺体积在煤工尘肺患者中的应用研究

目的:探讨宝石CT低剂量双期扫描测定肺体积在煤工尘肺患者中的应用价值。方法:选择30例煤工尘肺男性患者行吸气相与呼气相双期低剂量宝石探测器64排HDCT胸部检查,图像重建采用适应性统计迭代重建(ASIR)技术,并在CT检查后3日内完成肺功能检查(PFT)。从既往行常规剂量64排VCT胸部检查的男性患者中选取30例做为对照组。得出各组图像的噪声和每次扫描的容积CT剂量指数(CTDI,DLP,ED)。两组间图像质量主观评分比较采用非参数Mann-Whitney U检验。以配对样本t检验比较两组间不同扫描剂量及不同呼吸状态下的图像噪声、容积CT剂量指数。采用Pearson相关分析检验全肺各容积指标(Vin,Vex,Vin–Vex,Vex/Vin,Vin–Vex/Vin 100%)与PFT指标(FVC,FEV1,FEV1/FVC%)的相关性。结果:所有图像质量主观评价均在中等评级以上,两组扫描的图像噪声无统计学意义;HDCT低剂量扫描并采用ASIR技术双相扫描剂量之和低于VCT常规剂量单次扫描剂量。煤工尘肺患者的肺容积指标(Vin,Vex,Vex/Vin,Vin–Vex/Vin100%)与PFT指标(FVC,FEV1%,FEV1/FVC%)三者均有比较好的相关性,其中Vex、Vex/Vin与PFT指标的相关性更好(P值均<0.01)。结论:宝石CT低剂量双相扫描肺体积指标可用于评价煤工尘肺患者肺功能,临床应用价值较高。      

THE RESEARCH OF THE SEISMOGENIC STRUCTURE OF THE LUSHAN EARTHQUAKE BASED ON THE SYNTHESIS OF THE DEEP SEISMIC DATA AND THE SURFACE TECTONIC DEFORMATION

The seismogenic structure of the Lushan earthquake has remained in suspensed until now. Several faults or tectonics, including basal slipping zone, unknown blind thrust fault and piedmont buried fault, etc, are all considered as the possible seismogenic structure. This paper tries to make some new insights into this unsolved problem. Firstly, based on the data collected from the dynamic seismic stations located on the southern segment of the Longmenshan fault deployed by the Institute of Earthquake Science from 2008 to 2009 and the result of the aftershock relocation and the location of the known faults on the surface, we analyze and interpret the deep structures. Secondly, based on the terrace deformation across the main earthquake zone obtained from the dirrerential GPS meaturement of topography along the Qingyijiang River, combining with the geological interpretation of the high resolution remote sensing image and the regional geological data, we analyze the surface tectonic deformation. Furthermore, we combined the data of the deep structure and the surface deformation above to construct tectonic deformation model and research the seismogenic structure of the Lushan earthquake. Preliminarily, we think that the deformation model of the Lushan earthquake is different from that of the northern thrust segment ruptured in the Wenchuan earthquake due to the dip angle of the fault plane. On the southern segment, the main deformation is the compression of the footwall due to the nearly vertical fault plane of the frontal fault, and the new active thrust faults formed in the footwall. While on the northern segment, the main deformation is the thrusting of the hanging wall due to the less steep fault plane of the central fault. An active anticline formed on the hanging wall of the new active thrust fault, and the terrace surface on this anticline have deformed evidently since the Quaterary, and the latest activity of this anticline caused the Lushan earthquake, so the newly formed active thrust fault is probably the seismogenic structure of the Lushan earthquake. Huge displacement or tectonic deformation has been accumulated on the fault segment curved towards southeast from the Daxi country to the Taiping town during a long time, and the release of the strain and the tectonic movement all concentrate on this fault segment. The Lushan earthquake is just one event during the whole process of tectonic evolution, and the newly formed active thrust faults in the footwall may still cause similar earthquake in the future.     

强震作用下超高桥墩动力稳定性理论研究

根据平截面假定,考虑超高桥墩大位移变形产生的几何非线性影响,建立超高桥墩的振动控制微分方程,利用变步长的龙格-库塔法进行求解,结合B-R运动判定准则,对超高桥墩在地震作用下的动力失稳机理进行研究。理论分析表明,超高桥墩的动力失稳与桥墩的几何尺寸、质量分布、边界条件有密切关系;桥墩动力失稳时刻随地震波加速度峰值的增大而减小;失稳时刻与失稳加速度荷载有对应关系。算例结果表明:本文方法正确,利用本文理论能够准确计算超高桥墩的失稳时刻及失稳加速度,对超高桥墩动力失稳的理论分析及工程实践有重要指导意义。     

2014年云南景谷6.6级地震前后活动能量场分析

本文将地震释放能量作为地震活动场的基本要素, 采用自然正交函数展开方法, 系统研究2014年景谷6.6级地震震中区域地震活动能量场的时空特征。 结果表明, 景谷6.6级地震前能量场的前4个主要特征值对应的典型能量场时间因子都出现明显上升变或下降异常, 空间等值线形成局部能量高值异常危险区, 可能是景谷 6.6级地震空间异常的中短期特征。 我们还进一步研究了景谷6.6级地震前后空间异常随时间的演变, 给出了异常发展变化模式, 最后应用研究地震资料的累积次数从物理角度解释异常形成的机制。