创建计算智能的软计算的混合方法研究

Study on the Hybrid Approaches of Soft Computing's Components for Creating Computational Intelligence

论述了创建计算智能新方法的软计算研究中的一个重要命题———软计算的混合。研究了软计算混合方法的必要性、重要性及其科学基础 ,提出软计算方法的混合类似于医学中的“鸡尾酒疗法”的学术见解 ;介绍了软计算混合方法的几种分类方式 ;在现有文献和该领域的一些新进展基础上重点讨论了软计算各主要成员方法之间的 6种典型混合。

One of the key issues of soft computing (SC) for creating computational intelligence-the hybrid approaches between each component is discussed. First, the necessity, importance and philosophical basic are analysed. Such a viewpoint is given that the hybrid of SC is a counterpart of the cocktail therapy in medicine; Second, several classification methods of the hybrid of SC are introduced. At the last part, 6 kinds of classic hybrids of SC's components are explored specifically based on the Bonissone's reference and some recent advances.