云推理方法及其在预测中的应用

Cloud Reasoning Method and its Application in Prediction

不确定性推理是当前人工智能研究领域中的一项重要研究内容。云模型实现了定性概念与其定量表示之间的不确定转换,在云模型基础上构建的规则发生器能有效描述用自然语言表示的定性规则,实现不确定性推理。将基于云模型的不确定性推理方法用于预测实际工作环境中电子产品的使用寿命,说明了云推理方法的有效性和实用性。

Uncertain reasoning is an important work in current artificial intelligence research field.The cloud model can establish transformation of uncertainty between the qualitative concept and the quantitative description.The rule generator constructed by cloud model can describe qualitative rules expressing by natural language effectively,and carry out uncertain reasoning.Finally,an uncertain reasoning approach based on cloud model was used for forecasting electronic products lifetime under practical working conditions,which demonstrated the validity and practicability of the cloud reasoning method.