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arXiv 0806.1640cs.AI
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信度函数理论中处理局部冲突和特异性的组合规则

Toward a combination rule to deal with partial conflict and specificity in belief functions theory

ENSIETA(法国国立高等工程技术学校(布雷斯特))

Arnaud Martin, Christophe Osswald

摘要:

我们提出并讨论了一个混合的合取和析取规则,冲突再分配规则的推广,以及这两个规则的组合。在信念函数理论中,一个主要的问题是由著名的扎德例子启发的冲突重新划分。到目前为止,已经提出了许多组合规则,以解决这个问题的解决方案。此外,考虑专家答复的具体性也可能很重要。近几年来,一些统一的规则被提出。我们已经在我们以前的作品中展示了比例冲突再分配规则的利益。我们在这里提出了一个混合的组合规则后的比例冲突再分配规则的折扣程序修改。这个规则概括了许多组合规则。

英文摘要:

We present and discuss a mixed conjunctive and disjunctive rule, a generalization of conflict repartition rules, and a combination of these two rules. In the belief functions theory one of the major problem is the conflict repartition enlightened by the famous Zadeh's example. To date, many combination rules have been proposed in order to solve a solution to this problem. Moreover, it can be important to consider the specificity of the responses of the experts. Since few year some unification rules are proposed. We have shown in our previous works the interest of the proportional conflict redistribution rule. We propose here a mixed combination rule following the proportional conflict redistribution rule modified by a discounting procedure. This rule generalizes many combination rules.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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