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Consonant Approximations in the Belief Space

机译:信仰空间中的辅音近似

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In this paper we solve the problem of approximating a belief measure with a necessity measure or "consonant belief function" by minimizing appropriate distances from the consonant complex in the space of all belief functions. Partial approximations are first sought in each simplicial component of the consonant complex, while global solutions are obtained from the set of partial ones. The L_1, L_2 and L∞ consonant approximations in the belief space are here computed, discussed and interpreted as generalizations of the maximal outer consonant approximation. Results are also compared to other classical approximations in a ternary example.
机译:在本文中,我们通过在所有置信函数的空间中最小化与辅音复合体的适当距离,来解决用必要性度量或“辅音置信函数”近似置信量的问题。首先在辅音复合体的每个单纯成分中寻求局部近似,而全局解则是从部分局部解中获得的。在此,计算,讨论和解释置信空间中的L_1,L_2和L∞辅音近似,作为最大外部辅音近似的推广。在三进制示例中,还将结果与其他经典近似值进行比较。

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