A review of developments in fuzzy system models: Fuzzy rule bases to fuzzy functions

作者：Turksen I B^*

来源：Scientia Iranica, 2011, 18(3): 522-527.

DOI：10.1016/j.scient.2011.04.001

• Fuzzy rule bases
• Fuzzy C-regression
• Fuzzy functions

In a historical context, we first review the development of fuzzy system models from "Fuzzy Rule Bases" proposed by Zadeh (1975) [1], with versions of Sugeno-Yasukawa (1993) [2] and Tagaki-Sugeno (1985) [3]. Secondly, we review the development of the "Fuzzy C-Regression Model" (FCRM), proposed by Hathaway and Bezdek (1993) [4], as well as "Combined FCM, and FCRM Algorithms, proposed by Hoppner and Klawonn (2003) [5]. Thirdly, we review "Fuzzy Functions", proposed by Turksen (2008) [6] and further developed by Celikyilmaz and Turksen (2008-2009) [7-9] in a variety of versions. An experimental assessment of various models are discussed in this writing.

• 出版日期2011-6