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Uncertainty Theories by Modal Logic

机译:模态逻辑的不确定性理论

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摘要

In a series of papers initiated by Resconi et al. [1], interpretations for various uncertainty theories were proposed, including fuzzy set theory, Dempster-Shafer theory, and possible theory, using mdels of modal logic [1-2-3]. there were two main reasons for pursuign research in this direction. The first reason was to offer the standard semantics of modal logic as a unifying framework within which it would be possible to compare and relate uncertainty theories to each other. Since, from time to time, some of the uncertainty theries are questioned regarding their internal adequateness, the second reason was to support them by developing itnerpretations for them in a relatively well-established area: in our case, modal logic. This paper is a summary of these efforts. To avoid unnecessary repetition of previous material, we will not repeat all the basic definitions and properties; the reader is referred to relevant literature for fuzzy set theory [5], for possibility theory [3], for Dempster-Shafer theory [4], and for modal logic [8]. A more through treatment of the material summarised in this paper is covered in the above-mentioned papers [4,5].
机译:在由Resconi等人发起的一系列论文中。 [1],提出了对各种不确定性理论的解释,包括模糊设定理论,Dempster-Shafer理论和可能的理论,使用模态逻辑的MDET [1-2-3]。在这个方向上追求研究有两种主要原因。第一个原因是向模态逻辑的标准语义作为一个统一框架,其中可以比较和将不确定性理论相互比较。由于不时,一些不确定性在其内部充足问题上受到质疑,第二个原因是通过在相对熟悉的地区开发它们的伊斯兰德金属来支持它们:在我们的情况下,模态逻辑。本文是这些努力的摘要。为避免不必要的重复以前的材料,我们不会重复所有基本定义和属性;读者称为模糊设定理论的相关文献[5],用于Dempster-Shafer理论[4],以及模态逻辑[8]。通过处理本文总结的材料的一种更介绍上述纸张[4,5]。

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