Hierarchical Mass-Assignment Fuzzy Systems of Two Types as Universal Approximation
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    Abstract:

    In this paper, hierarchical mass-assignment fuzzy systems of two types are presented, based on mass assignment theory. It is constructively provedt hat hierarchical mass-assignment fuzzy systems of these two types are also unive rsal approximators. Because of the fact that the number of rules in type 1 hiera rchical mass-assignment fuzzy systems increases linearly with the number of input variables and that fuzzy systems are added up to type 2 hierarchical mass-assignment fuzzy systems in terms of different accuracy requirements. These two types of systems can be effectively used to overcome rule-explosion problem, that is , the number of rules increases exponentially with the number of input variables.

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王士同,J. F. Baldwin, T. P. Martin.两类层次模糊Mass-Assignment系统是全局逼近器.软件学报,2002,13(10):1943-1951

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  • Received:April 06,1999
  • Revised:October 08,1999
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