Reservoir description using dynamic parameterisation selection with a combined stochastic and gradient search     

Lars Kristian Nielsen  Sam Subbey  Mike Christie  Trond Mannseth 《Computational Geosciences》2006,10(3):321-342

There is a correspondence between flow in a reservoir and large scale permeability trends. This correspondence can be derived by constraining reservoir models using observed production data. One of the challenges in deriving the permeability distribution of a field using production data involves determination of the scale of resolution of the permeability. The Adaptive Multiscale Estimation (AME) seeks to overcome the problems related to choosing the resolution of the permeability field by a dynamic parameterisation selection. The standard AME uses a gradient algorithm in solving several optimisation problems with increasing permeability resolution. This paper presents a hybrid algorithm which combines a gradient search and a stochastic algorithm to improve the robustness of the dynamic parameterisation selection. At low dimension, we use the stochastic algorithm to generate several optimised models. We use information from all these produced models to find new optimal refinements, and start out new optimisations with several unequally suggested parameterisations. At higher dimensions we change to a gradient-type optimiser, where the initial solution is chosen from the ensemble of models suggested by the stochastic algorithm. The selection is based on a predefined criterion. We demonstrate the robustness of the hybrid algorithm on sample synthetic cases, which most of them were considered insolvable using the standard AME algorithm.  相似文献   

Temporal behavior of the background seismicity rate in central Japan, 1998 to mid-2003   总被引：1，自引：0，他引：1  

Yoshiki Tsukakoshi  Kunihiko Shimazaki 《Tectonophysics》2006,417(1-2):155

We studied the temporal behavior of the background shallow seismicity rate in 700 circular areas across inland Japan. To search for and test the significance of the possible rate changes in background seismicity, we developed an efficient computational method that applies the space–time ETAS model proposed by Ogata in 1998 to the areas. Also, we conducted Monte Carlo tests using a simulated catalog to validate the model we applied. Our first finding was that the activation anomalies were found so frequently that the constant background seismicity hypothesis may not be appropriate and/or the triggered event model with constraints on the parameters may not adequately describe the observed seismicity. However, quiescence occasionally occurs merely by chance. Another outcome of our study was that we could automatically find several anomalous background seismicity rate changes associated with the occurrence of large earthquakes. Very significant seismic activation was found before the M6.1 Mt. Iwate earthquake of 1998. Also, possible seismic quiescence was found in an area 150 km southwest of the focal region of the M7.3 Western Tottori earthquake of 2000. The seismicity rate in the area recovered after the mainshock.  相似文献   

高光谱遥感影像波段选择算法评价方法研究   总被引：2，自引：2，他引：2  

李行  毛定山  张连蓬 《地理与地理信息科学》2006,22(6):34-37

波段选择在高光谱影像数据降维处理中尤为重要，其算法较多，但针对波段选择算法评价方法的研究却很少。该文提出一种波段选择算法的评价方法。引入信息量、类别可分性和相关性3个指标，对所选波段子集进行度量，通过比较不同波段选择算法所选波段子集的度量结果，实现对波段选择算法的评价。在试验中，将该评价方法应用于4种常用的波段选择算法，分析了评价结果并验证了该评价方法的可行性。  相似文献   

平面点集凸壳的一种快速算法   总被引：6，自引：1，他引：6  

樊广佺  马丽平  杨炳儒 《地理与地理信息科学》2006,22(6):38-41

提出一种计算平面点集凸壳的快速算法———八方向极值快速凸壳算法。该算法首先对平面点集进行一次扫描,从而快速查找到东、南、西、北、东南、西南、东北、西北8个方向上的极值点,构造出一个更接近凸壳的初始凸壳,从而在后续的点集扫描中可以排除更多的内点,使该算法计算效率更高。该算法的空间复杂度为O(N);其时间复杂度虽然无法突破最坏情况下O(NlogN)的理论下限,但其期望时间复杂度已达到线性水平,并且可以容易地扩展到三维和高维空间。  相似文献   

Determining hypocentral parameters for local earthquakes in 1-D using a genetic algorithm   总被引：1，自引：0，他引：1  

Woohan Kim  In-Kyeong Hahm  Sung Jin Ahn  Dong Hoon Lim 《Geophysical Journal International》2006,166(2):590-600

  相似文献   

角度格式转换过程中可靠算法研究     

陈德标  钭祖民  李平 《测绘信息与工程》2005,30(2):11-12

提出了一种可靠算法是将原始度.分秒加上一个与之同符号,且不影响计算精度的有效微小量ｅ,然后再进行格式转换,能有效减少工程返工和损失。  相似文献   

关于角平分线法建立线状缓冲区算法的改进   总被引：2，自引：0，他引：2  

李志刚  胡圣武 《测绘信息与工程》2005,30(5):35-36

分析了用对角平分线法建立缓冲区的算法,提出了一种新的求角平分线和缓冲点的方法,实践证明其在算法实现方面是可行的,而且效果比较理想。  相似文献   

基于可分解马尔科夫网的极端椒盐噪声图像滤波   总被引：4，自引：0，他引：4  

曹建农  李德仁  关泽群 《武汉大学学报(信息科学版)》2005,30(7):583-587

提出了一种基于可分解马尔科夫网(decomposableMarkovnetworks,DMN)的极端椒盐噪声的均值滤波方法,指出其网络节点的阈值衰减特性和网络节点的连接特性具有很好的对椒盐噪声污染图像的噪声定位的作用,并提出一种在该网络控制下,只对与噪声相关的像素进行均值计算以替代噪声像素的亚均值滤波算法,实现了图像的较强自适应滤波。实验表明,本文方法具有良好的滤波性能。  相似文献   

C1相干算法及其在三维地震资料处理解释中的应用     

丛茂祥  李洪亮 《中国煤田地质》2005,17(2):49-50,70

C1相干算法是计算每道的横测线和相邻纵测线的互相关，依据相干值来判断地层和岩性的横向不均匀性。根据互相关原理，提出了相干体算法中二维和三维C1算法的内容及其具体实现。通过对实际三维地震资料的处理，结合已知地质资料，证明C1相干技术在三维地震资料的断层解释方面有着明显的效果。  相似文献   

方差体技术在地震勘探中的应用   总被引：5，自引：0，他引：5  

陈凤云 《中国煤田地质》2005,17(2):51-52

三维地震数据体反映了地下一个规则网格的反射情况。当遇到地下有断层或某个局部区域地层不连续变化时，一些地震道的反射特征就会与附近地震道出现差异而导致地震首局部的不连续性。三维方差体技术就是求取三维数据体所有样点的方差值来反映这种不连续性信息。通过该技术在济宁2号井某采区的实际应用，可看出，方差体技术在三维地震信息的自动拾取以及提高地震资料解释成果精度等方面有明显优势，对断层、陷落柱有良好的自动识别能力。  相似文献