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METHOD AND SYSTEM FOR BOUND PROPAGATION

机译:有界传播的方法和系统

摘要

Method for determining a marginal probability for an observed phenomenon in a probabilistic network which describes probabilities for relationships between the phenomenon and physical parameters by using a bound propagation method with an upper bound and a lower bound, wherein the calculation of the upper bound and the lower bound is performed by an iterative linear programming formalism, with the calculation being consecutively repeated while varying a choice for the determinable marginal subset from the plurality of marginal subsets until a convergence criterion is fulfilled.
机译:确定概率网络中观察到的现象的边际概率的方法,该方法通过使用具有上限和下限的边界传播方法来描述现象和物理参数之间的关系的概率,其中上限和下限的计算边界是由迭代线性规划形式主义执行的,计算是连续重复进行的,同时从多个边缘子集中改变可确定的边缘子集的选择,直到满足收敛准则为止。

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