This article provides a high-level retrospective of type-2 fuzzy sets and fuzzy logic systems. It explains how type-2 fuzzy sets can be used to model membership function uncertainties, and how by doing this smoother performance can be obtained than by using type-1 fuzzy sets. It also ...
applications of general and interval type-2 fuzzy sets and systems, including: algebraic properties of type-2 fuzzy sets, geometric-based definition of type-2 fuzzy set operators, generalizations of the continuous KM algorithm, adaptiveness and novelty of interval type-2 fuzzy logic controllers, rel...
During the past decade most of the work that used type-2 fuzzy sets and systems focused on the simplest kinds of such sets and system, namely interval type-2 fuzzy sets (also known as interval-valued fuzzy sets) and interval type-2 fuzzy logic systems. Recently, however, important advances...
II型模糊集合是传统I型模糊集合的扩展, 其本质是模糊集合中隶属度值的再次模糊化表示. II型模糊集合可以直接处理模糊规则的不确定性, 是解决现实环境高不确定性问题的有效手段. 本文首先简要给出了II型模糊集合与系统的基本概念, 然后分别回顾了广义和区间II型模糊理论的发展历史. 接着分别讨论了广义和区间II型...
Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems Oscar Castillo, Pranab K. Muhuri, Patricia Melin, Pietari Pulkkinen April 2020 Article 103596 select article A type-2 fuzzy community detection model in large-scale social networks considering two-layer graphs ...
Glossary Definition of the Subject Introduction Type-2 Fuzzy Systems Generalized Type-2 Fuzzy Systems Interval Type-2 Fuzzy Sets and Systems Future Directions Bibliography
Fuzzy Sets Syst. (2010) J. Harding et al. Lattices of convex normal functions Fuzzy Sets Syst. (2008) N.N. Karnik et al. Centroid of a type-2 fuzzy set Inf. Sci. (2001) J.M. Mendel Advances in type-2 fuzzy sets and systems Inf. Sci. (2007) C. Walker et al. The algebra ...
This course will provide an introduction to and an overview of type-2 fuzzy sets (T2 FSs) and systems. It will locate type-2 fuzzy sets and systems in an educational taxonomy, so that the student will appreciate from the onset the importance of studying such fuzzy sets; explain what a T2...
粗糙模糊集与模糊粗糙集-rough fuzzy sets and fuzzy rough sets 热度: A new cluster validity measure based on general type-2 fuzzy sets Application in gene expression data clustering 热度: IEEETRANSACTIONSONFUZZYSYSTEMS,VOL.10,NO.2,APRIL2002117 ...
and Wu, H., Type-2 fuzzistics for symmetric interval type-2 fuzzy sets: Part 1, forward problems, IEEE Trans. Fuzzy Syst., 2006, vol. 14, no. 6, pp. 781–792. https://doi.org/10.1109/TFUZZ.2006.881441 Article Google Scholar Mendel, J.M., Type-2 fuzzy sets and systems: A ...