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  • 标题:FUZZY RULE INTERPOLATION METHODS AND FRI TOOLBOX
  • 本地全文:下载
  • 作者:MAEN ALZUBI ; ZSOLT CSABA JOHANYAK ; SZILVESZTER KOVACS
  • 期刊名称:Journal of Theoretical and Applied Information Technology
  • 印刷版ISSN:1992-8645
  • 电子版ISSN:1817-3195
  • 出版年度:2018
  • 卷号:96
  • 期号:21
  • 出版社:Journal of Theoretical and Applied
  • 摘要:FRI methods are less popular in the practical application domain. One possible reason is the missing common framework. There are many FRI methods developed independently, having different interpolation concepts and features. One trial for setting up a common FRI framework was the MATLAB FRI Toolbox, developed by Johany�k et. al. in 2006. The goals of this paper are divided as follows: firstly, to present a brief introduction of the FRI methods. Secondly, to introduce a brief description of the refreshed and extended version of the original FRI Toolbox. And thirdly, to use different unified numerical benchmark examples to evaluate and analyze the Fuzzy Rule Interpolation Techniques (FRI) (KH, KH Stabilized, MACI, IMUL, CRF, VKK, GM, FRIPOC, LESFRI, and SCALEMOVE), that will be classified and compared based on different features by following the abnormality and linearity conditions [15].
  • 关键词:Fuzzy Rule Interpolation; Fuzzy Interpolating Function; FRI Toolbox; Sparse Fuzzy Rule Base; Missing Fuzzy Rules
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