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    • 3. 发明申请
    • INTERPRETING A PLURALITY OF M-DIMENSIONAL ATTRIBUTE VECTORS ASSIGNED TO A PLURALITY OF LOCATIONS IN AN N-DIMENSIONAL INTERPRETATION SPACE
    • 解释分配给N维解释空间中的多个位置的多维属性矢量的多项式
    • WO2008025786A2
    • 2008-03-06
    • PCT/EP2007/058971
    • 2007-08-29
    • SHELL INTERNATIONALE RESEARCH MAATSCHAPPIJ B.V.SHELL CANADA LIMITEDCHAN, Chung-KingGESBERT, StephaneMASTERS, Albert RonaldXU, Chunbao
    • CHAN, Chung-KingGESBERT, StephaneMASTERS, Albert RonaldXU, Chunbao
    • G01V1/30G01V1/34G06K9/6253
    • A method for interpreting a plurality of m- dimensional attribute vectors (m2) assigned to a plurality of locations in an n-dimensional interpretation space (n1), which method comprises arranging at least a subset of the attribute vectors as points in an m- dimensional attribute space; defining k classes (k2) of attribute vectors by identifying for each class at least one classification point in attribute space; postulating a classification rule for points in attribute space; determining a class-membership attribute of a point in attribute space using the classification points and the classification rule to obtain a classified point; and assigning a display parameter to the classified point which is related to the class-membership attribute. In one embodiment the display parameter is a mixed display parameter derived from probabilistic membership values each representing a probability that the classified point belongs to a selected class. In another embodiment classified points are displayed in attribute space and in interpretation space at the same time. The method can be used in a method of producing hydrocarbons from a subsurface formation. Also provided are corresponding computer program products and computer systems.
    • 一种用于解释分配给n维解释空间(n1)中的多个位置的多个m维属性向量(m2)的方法,该方法包括:将属性向量的至少一个子集作为m- 维属性空间; 通过在属性空间中识别每个类至少一个分类点来定义属性向量的k个类(k2); 假设属性空间中的点的分类规则; 使用分类点和分类规则确定属性空间中的点的类隶属性属性以获得分类点; 以及将分配点分配给与所述类成员属性相关的显示参数。 在一个实施例中,显示参数是从概率成员值导出的混合显示参数,每个表示分类点属于所选类别的概率。 在另一实施例中,分类点同时显示在属性空间和解释空间中。 该方法可用于从地下地层生产烃的方法。 还提供了相应的计算机程序产品和计算机系统。