基于投影寻踪的水质评价模型   总被引：14，自引：0，他引：14  

周惠成  董四辉 《水文》2005,25(4):14-17

基于投影寻踪技术的基本原理和求解过程，建立了水质评价模型。大样本数据应用到模型中，使模型的精度大大提高。该模型既能根据样本本身寻求出各因子的重要程度，即客观权重．又能根据决策者对某个（些）影响因子的偏好，对样本进行分类。将遗传算法和传统优化方法相结合，以解决遗传算法求解带约束问题能力差的问题，并将其用于本文建立的模型的目标函数优化中．解决了高维数据全局寻优的难题。实例分析表明，该模型能够很好地对水质进行评价。能有效地解决多因素带来的高维复杂性，是一种处理多因素复杂评价问题的有效途径。  相似文献   

BP人工神经网络在青藏铁路南段地壳稳定性定量评价中的应用     

周春景  吴珍汉  石广仁 《地质科技情报》2007,26(3):79-85

将BP人工神经网络方法引入区域构造活动性、区域地壳稳定性研究领域,对青藏铁路南段沿线的构造活动性进行定量分析.选用断层运动速率、地震震级、温泉温度及剪切应变4个关键影响因子作为BP人工神经网络的输入向量,构造活动强度(α)作为输出向量,以α为定量判据,将全区划分为相对稳定区(α＜0.22)、较不稳定区(α≈0.22～0.38)、不稳定区(α≈0.38～0.69)、极不稳定区或强烈构造活动区(α≥0.69).在青藏铁路南段沿线划分出格仁错、崩错、当雄-羊八井、错那湖、唐古拉山口南、聂荣东北、聂荣西北、雅鲁藏布江断裂沿线、萨迦等不稳定区,在不稳定区内部进一步划分出申扎、蓬错、尼木、桑雄、羊八井5个极不稳定区.  相似文献   

层序地层学模拟研究进展及趋势     

朱红涛  LIU Ke-yu  杜远生  何生 《地质科技情报》2007,26(5):27-34

模拟层序地层学是层序地层学理论重要的研究手段之一,在国外该项技术较为成熟.层序地层计算机模拟软件采用的算法主要有扩散算法、流体流动算法、几何控制沉积算法、经验数值逼近算法、沉积物搬运的构造校正算法.目前,国外学者对以海平面升降、构造沉降和沉积物供应为主控因素的层序地层概念模拟的适用性提出了质疑,并对层序控制因素的多样性和不确定性进行了深入的研究.结合当前的研究进展,提出了层序控制因素的"多变量系统"观点,将层序的控制因素分为综合变量和独立变量,进一步指出如果假设综合变量为独立变量,则可以简化层序模拟,假设越多,模拟越简单,但模拟结果越粗略;要使模拟结果真实地反映实际地层特征,就要尽可能采用独立变量.  相似文献   

A Parametric Approach for Dealing with Compositional Rounded Zeros   总被引：2，自引：0，他引：2  

Javier Palarea-Albaladejo  Josep A. Martín-Fernández  Juan Gómez-García 《Mathematical Geology》2007,39(7):625-645

In this work, a parametric approach for replacing data below the detection limit, also known as rounded zeros, in compositional data sets is proposed. Compositional rounded zeros correspond to small proportions of some whole that cannot be reliably detected by the analytical instruments under given operating conditions. This kind of zeros appear frequently in the data collection process in geosciences. They must be treated in an adequate way before some multivariate analysis can be applied. Our procedure results from a modification of the Expectation-Maximization (EM) algorithm and is based on the additive log-ratio transformation. Its coherence with the nature of compositional data and with basic operations in the simplex sample space is checked. Using real data sets, we find that this approach improves other parametric and non-parametric techniques for compositional rounded zeros.  相似文献   

一种求解旅行商问题的改进蚁群算法     

汤可宗  江新姿  张磊  高尚 《华东地质学院学报》2007,30(4):387-391

蚁群算法作为一种新型的优化算法,具有很强的适应性和鲁棒性,已广泛的应用于系统控制、人工智能、模式识别等工程领域。由于蚁群算法在搜索过程中易于陷入局部最优解,存在着加速收敛和早熟停滞现象的矛盾。文章针对这些问题,在基本蚁群算法的基础上,从参数的动态调整、信息量的更新规则、局部搜索策略进行相应的改进,引入信息素平滑机制,以求在加快收敛和防止早熟停滞之间取得较好的平衡。旅行商问题的仿真表明:改进后的蚁群算法具有较好的收敛性和稳定性,能够克服算法中早熟和停滞现象的过早出现。  相似文献   

基于R树的分布式并行空间索引机制研究   总被引：2，自引：0，他引：2  

赵园春  李成名  赵春宇 《地理与地理信息科学》2007,23(6):38-41,81

为提高分布式并行计算环境下海量空间数据管理与并行化处理的效率,基于并行空间索引机制的研究,设计一种多层并行R树空间索引结构。该索引结构以高效率的并行空间数据划分策略为基础,以经典的并行计算方法论为依据,使其结构设计在保证能够获得较好的负载平衡性能的前提下,更适合于海量空间数据的并行化处理。以空间范围查询并行处理的系统响应时间为性能评估指标,通过实验证明并行空间索引结构具有设计合理、性能高效的特点。  相似文献   

Determination of vertical displacements over the coastal area of Korea due to the ocean tide loading using GPS observations   总被引：2，自引：0，他引：2  

Hong-Sic Yun  Dong-Ha Lee  Dong-Seob Song   《Journal of Geodynamics》2007,43(4-5):528-541

This paper describes the GPS applicability for detecting the vertical displacements of ground stations caused by ocean tide loading effects. An experiment was carried out using 12 permanent GPS stations located in the coastal area of Korea using data in the period 1 July until 26 August 2003. The relative height differences were calculated from hourly DGPS data processing based on the carrier-phase observation. The power spectra of the M₂ and N₂ constituents of ocean tide loading were derived using the CLEAN algorithm. The differential vertical displacements generated by the ocean tide loading effect are typically 3–25 mm in coastal area of the Korea. We compared the results from GPS with those of the ocean tide models, NAO.99Jb regional model and GOT00.2, FES99 global models. The M₂ (N₂) amplitude differences of vertical displacements between GPS and GOT00.2 is 1.22 ± 3.61 mm (1.01 ± 1.48 mm), and that of the M₂ (N₂) amplitude difference between GPS and FES99 is 0.04 ± 4.64 mm (0.64 ± 1.75 mm), whereas the M₂ (N₂) amplitude difference between GPS and NAO.99Jb are 0.05 ± 1.03 mm (0.86 ± 1.18 mm). The highest vertical displacements at the PALM station are found for 24.5 ± 0.7 mm from GPS observation, and 22.9 mm from the regional model NAO.99Jb and 13.17 and 10.00 mm from the global models GOT00.2 and FES99, respectively. These values show that the vertical displacements derived from GPS are in good agreement with those of the regional model NAO.99Jb around Korea, more than with the global models. This result indicated that GPS is an effective tool to measure the vertical displacement caused by the ocean tide loading effect in the coastal area, and we need to use the NAO.99Jb ocean tide model rather than the global ocean tide models in and around the Korean peninsula for position determination with permanent GPS installations. This work demonstrates that vertical displacement caused by the M₂ and N₂ constituents of ocean tide loading can be measured by carrier-phase DGPS.  相似文献   

Prediction of the median IDA curve by employing a limited number of ground motion records     

Alireza Azarbakht  Matjaž Dolšek 《地震工程与结构动力学》2007,36(15):2401-2421

A methodology has been proposed which can be used to reduce the number of ground motion records needed for the reliable prediction of the median seismic response of structures by means of incremental dynamic analysis (IDA). This methodology is presently limited to predictions of the median IDA curve only. The reduction in the number of ground motion records needed to predict the median IDA curve is achieved by introducing a precedence list of ground motion records. The determination of such a list is an optimization problem, which is solved in the paper by means of (1) a genetic algorithm and (2) a proposed simple procedure. The seismic response of a simple, computationally non‐demanding structural model has been used as input data for the optimization problem. The presented example is a three‐storey‐reinforced concrete building, subjected to two sets of ground motion records, one a free‐field set and the other a near‐field set. It is shown that the median IDA curves can be predicted with acceptable accuracy by employing only four ground motion records instead of the 24 or 30 records, which are the total number of ground motion records for the free‐field and near‐field sets, respectively. Copyright © 2007 John Wiley & Sons, Ltd.  相似文献   

Modeling of Stress Changes at Mayon Volcano,Philippines     

K. F. Tiampo  J. Fernández  T. Hayes  G. Jentzsch 《Pure and Applied Geophysics》2007,164(4):819-835

In this paper, we analyze the stress change associated with the inverted volcanic source models at Mayon volcano, Philippines, where there are gravity changes without significant deformation after the 1993 eruption. We detail the applicable data and the associated inversion techniques and models prior to calculating the appropriate stress changes. It is determined that the stress change associated with the central magmatic source produces compressional stress changes at a secondary source to the northwest, prompting a change in the local water storage in the underlying fractured rock.  相似文献   

基于进化方向遗传算法的四维变分资料同化方法   总被引：7，自引：5，他引：7  

王顺凤  沈桐立  张建伟  孙麟平 《南京气象学院学报》2002,25(6):740-746

数值天气预报模式初始时刻要素场的变分同化问题是一个非线性最优化问题。利用进化方向遗传算法（EDGA）求解该最优化问题，并对理想初始场作数值模拟，结果表明模拟的效果较好。  相似文献