理解模糊逻辑和证据推理方法之间的关系

P. Palacharla, P. Nelson
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引用次数: 17

摘要

我们周围的世界是非常不确定和不可预测的。没有任何二值逻辑(也称为布尔逻辑或二元逻辑或排中律)可以在不过度简化的情况下解决现实世界的问题。许多近似推理(也称为多值、连续或模糊逻辑)方法已经被提出并应用于现实世界的问题。这些方法的不同之处在于它们表示不确定性和处理现实世界问题中的不确定性的方式。本文研究、比较和理解模糊逻辑和证据推理方法在交通工程数据融合问题中的应用之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding relations between fuzzy logic and evidential reasoning methods
The world around us is very uncertain and unpredictable. No bivalent logic (also called Boolean or binary logic or law of excluded middle) can possibly solve real world problems without over simplification. Many approximate reasoning (also called multi-valued, or continuous or fuzzy logic) methods have been proposed and applied to the real world problems. These methods differ in the way they represent uncertainty and handle uncertainty in the real world problems. In this paper we study, compare and understand relations between fuzzy logic and evidential reasoning methods for application to data fusion problem in transportation engineering.<>
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