模糊推理已经在多个领域得到成功的应用,同时,模糊推理的理论研究也取得较大的进展,本文针对模糊推理研究文献比较杂乱和零散的情况,系统地构建模糊推理的理论体系,从模糊推理的理论研究和一些实际应用提取出五个基本模型,简要评述模糊推理的三个重要方法,仔细讨论评判模糊推理方法优劣的五个准则,进一步明确与模糊推理有关的一些概念及相互关系,统一有关的术语与记号,综述相关的研究成果,同时给出一些新的观点和结果。
In this paper, the theory of fuzzy reasoning is constructed. From both theoretical and application researches of fuzzy reasoning, five basic models are abstracted, three important methods are reviewed, and five criteria are summed for valuating the quality of inference methods. Moreover, in this paper, some related concepts and their relationships are clarified, terms and notations are unified, the related results are reviewed, and some new conclusions are obtained.