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    • 3. 发明公开
    • METHOD FOR OPTIMIZATION WITH GRADIENT INFORMATION
    • OPTIMIERUNGSVERFAHREN MIT GRADIENTENINFORMATIONEN
    • EP2491516A4
    • 2017-08-16
    • EP10825353
    • 2010-07-27
    • EXXONMOBIL UPSTREAM RES CO
    • IMHOF MATTHIASGHAYOUR KAVEHSUN TAO
    • G06G7/48G01V1/28G01V11/00
    • G01V11/00G01V1/282G01V1/30G01V2210/614G01V2210/66G01V2210/661G01V2210/665
    • A method of improving a geologic model of a subsurface region. One or more sets of parameter values are selected. Each parameter represents a geologic property. A cost and a gradient of the cost are obtained for each set. A geometric approximation of a parameter space defined by one or more formations is constructed. A response surface model is generated expressing the cost and gradient associated with each formation. When a finishing condition is not satisfied, at least one additional set is selected based at least in part on the response surface model associated with previously selected sets. Parts of the method are repeated using successively selected additional sets to update the approximation and the response surface model until the finishing condition is satisfied. Sets having a predetermined level of cost to a geologic model of the subsurface region and/or their associated predicted outcomes are outputted to update the geologic model.
    • 一种改进地下区域地质模型的方法。 选择一组或多组参数值。 每个参数代表一种地质属性。 每套成本和成本梯度都会得到。 构建由一个或多个地层定义的参数空间的几何近似。 生成响应表面模型,表示与每个地层相关的成本和坡度。 当不满足完成条件时,至少部分地基于与先前选择的组相关联的响应表面模型来选择至少一个附加组。 使用连续选择的附加组来重复部分方法以更新近似和响应表面模型,直到满足完成条件。 输出对地下区域的地质模型和/或其相关的预测结果具有预定成本水平的集合以更新地质模型。