摘要翻译:
我们提出并讨论了一个混合合取规则、冲突再划分规则的推广以及这两个规则的组合。在信念函数理论中,一个主要问题是由著名的扎德的例子所启发的冲突重新划分。到目前为止,人们已经提出了许多组合规则来解决这个问题。此外,考虑专家答复的特殊性可能很重要。几年来,一些统一的规则被提出。我们在以前的工作中已经表明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组合规则,遵循比例冲突再分配规则,通过贴现过程修正。该规则概括了许多组合规则。
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英文标题:
《Toward a combination rule to deal with partial conflict and specificity
in belief functions theory》
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作者:
Arnaud Martin (E3I2), Christophe Osswald (E3I2)
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最新提交年份:
2008
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分类信息:
一级分类:Computer Science 计算机科学
二级分类:Artificial Intelligence 人工智能
分类描述:Covers all areas of AI except Vision, Robotics, Machine Learning, Multiagent Systems, and Computation and Language (Natural Language Processing), which have separate subject areas. In particular, includes Expert Systems, Theorem Proving (although this may overlap with Logic in Computer Science), Knowledge Representation, Planning, and Uncertainty in AI. Roughly includes material in ACM Subject Classes I.2.0, I.2.1, I.2.3, I.2.4, I.2.8, and I.2.11.
涵盖了人工智能的所有领域,除了视觉、机器人、机器学习、多智能体系统以及计算和语言(自然语言处理),这些领域有独立的学科领域。特别地,包括专家系统,定理证明(尽管这可能与计算机科学中的逻辑重叠),知识表示,规划,和人工智能中的不确定性。大致包括ACM学科类I.2.0、I.2.1、I.2.3、I.2.4、I.2.8和I.2.11中的材料。
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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.
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PDF链接:
https://arxiv.org/pdf/0806.1640