Uncertainty Generation in Uncertain Fuzzy Logic Systems

作者: Janusz T Starczewski , Janusz T Starczewski

DOI: 10.1007/978-3-642-29520-1_5

关键词:

摘要: In this chapter, against the background of existing methods, we provide several methods to generate membership uncertainty. particular, present an approach multiperson decision making that generates triangular secondary memberships. Then, make use nonlinear fitting expand interval (as well as triangular) functions over data partitioned by fuzzy C-means algorithm. We also introduce incomplete and discrete information reasoning schema based on rough-fuzzy sets. Finally, apply generalized fuzzification performed either via possibility necessity measures or fuzzy-rough

参考文章(63)
I. Burhan Turksen, A Type 2 Fuzzy C-Regression Method ,(2008)
Łukasz Bartczuk, Danuta Rutkowska, Medical Diagnosis with Type-2 Fuzzy Decision Trees Springer, Berlin, Heidelberg. pp. 11- 21 ,(2009) , 10.1007/978-3-642-04462-5_2
Paul P. Wang, Computing with Words John Wiley & Sons, Inc.. ,(2001)
R. R. Yager, S. Zadrożny, J. Kacprzyk, A Fuzzy Logic Based Approach to Linguistic Summaries of Databases International Journal of Applied Mathematics and Computer Science. ,vol. 10, pp. 813- 834 ,(2000)
Łukasz Bartczuk, Danuta Rutkowska, Type-2 Fuzzy Decision Trees Artificial Intelligence and Soft Computing – ICAISC 2008. pp. 197- 206 ,(2006) , 10.1007/978-3-540-69731-2_20
Piotr Dziwiński, Janusz T. Starczewski, Łukasz Bartczuk, New Linguistic Hedges in Construction of Interval Type-2 FLS Artifical Intelligence and Soft Computing. pp. 445- 450 ,(2010) , 10.1007/978-3-642-13232-2_54
Piotr Dziwiński, Danuta Rutkowska, Ant Focused Crawling Algorithm Artificial Intelligence and Soft Computing – ICAISC 2008. pp. 1018- 1028 ,(2006) , 10.1007/978-3-540-69731-2_96
Random House, Jess M. Stein, Stuart Berg Flexner, Sutherland, Random House Webster's college thesaurus Random House. ,(1997)