Title :
Qualitative fuzzy sets: homotopy and perception
Author_Institution :
Dept. of Comput. Sci., San Jose State Univ., CA, USA
Abstract :
What should be the correct perception of a fuzzy set? We believe a fuzzy set should be able to tolerate "small amounts" of "physical" perturbations. There are three approaches: roughly, type II fuzzifies the grades, Lin fuzzifies the membership functions, and Thiele captures Kripke style semantics. However, it is not immediate these approaches could tolerate "physical" perturbation. In this paper, we propose a homotopy approach that clearly relates the notion of qualitative fuzzy set with "physical" deformation.
Keywords :
fuzzy set theory; Kripke style semantics; fuzzy membership functions; homotopy method; physical deformation; physical perturbation; qualitative fuzzy sets; Computer science; Equations; Fuzzy set theory; Fuzzy sets; Terminology;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375477