集对分析的不确定性系统理论在AⅠ中的应用

The application of uncertainty systems theory of set pair analysis (SPU) in the artificial intelligence

根据不确定性与确定性对立统一的观点,把同一个研究对象相对于参考集的确定性测度与不确定性测度作为一个不确定性系统,用联系数描述这个系统,根据问题的要求对联系数作适当的运算,由此形成基于集对分析的不确定性系统理论.把该理论用于不确定性推理、智能计算、群体智能分析,思路清晰,算法简明,所得结果能较好地符合客观实际.

Based on the viewpoint on the unification and opposition of certainty and uncertainty,one same research object is taken as one uncertainty system relative to the certainty measure and uncertainty measure of the reference set, and this system is described by the connection number. And then is the connection number calculated properly according to the problem appeal, hence establishing the uncertainty system theory based on the set pair analysis. This theory is used in uncertainty inference,intelligence computing, and colony intelligence analysis. The results accord closely with practice.