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Maximum entropy approach to assigning probabilities
Maximum entropy approach to assigning probabilities
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机译：最大熵分配概率
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摘要
Techniques for a maximum entropy approach to assigning probabilities, including those used in multiple realization history matching systems and methods, in one embodiment involves a method which includes obtaining one or more available sample values Yi associated with a hydrocarbon reservoir; computing a maximum entropy assignment X, of one or more discrete probabilities Pi(Yi) associated with each of the one or more available sample values Yi, where each discrete probability Pi(Yi) represents a probability that one or more variables Y will take a set of particular values Yi ; and performing at least one determination, such as multiple realization history matching, regarding the reservoir using the maximum entropy assignment X, including approximating a continuous probability distribution P(Y) using a sum of probability distributions Pi(Yi)+/-X.
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