一维正态云模型单规则推理映射研究

一维云模型可以用三个参数进行表征,即均值Ex、熵En和超熵He,能够实现数据从定量输入到定性推理,再到定量输出的转换过程,该转换过程可以认为是一种映射过程。针对这种映射,构造了一维云模型单规则推理结构,给出了推理算法,总结出了云模型的三个参数对这种映射过程的影响关系,最后给出了仿真验证结果。

Research on One-dimension Normal Cloud Model Single Rule Reasoning

One-dimension cloud model can be represented in the three parameters, viz. expected value (Ex), entropy (En) and hyper entropy (He), the conversion process that the data from quantitative input to qualitative reasoning, and then to quantitative output can be realized. The conversion can be known as a kind of mapping process. Basis of the mapping, one- dimension cloud model single rule reasoning was structured, the reasoning algorithm was presented, the relation between the three parameters of the cloud model and the mapping process was abstracted, and some simulation result was shown lastly.