Efficient triangular type-2 fuzzy logic systems

53Citations
Citations of this article
33Readers
Mendeley users who have this article in their library.

Abstract

In this study, an efficient fuzzy logic system (FLS) based on triangular type-2 fuzzy sets is designed. In detail, this paper provides a new method for computational complexity reduction in t-norm operations extended on triangular type-2 fuzzy sets. It is demonstrated that our approximate extended t-norms for arguments with triangular membership functions (MFs) satisfy axiomatics of the type-2 t-norm. A new efficient approximate iterative procedure based on the K-M type-reduction is proposed in order to develop triangular type-2 FLSs. The utility of triangular type-2 FLSs in approximate reasoning is illustrated by numerical examples. © 2009 Elsevier Inc. All rights reserved.

Cite

CITATION STYLE

APA

Starczewski, J. T. (2009). Efficient triangular type-2 fuzzy logic systems. International Journal of Approximate Reasoning, 50(5), 799–811. https://doi.org/10.1016/j.ijar.2009.03.001

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Save time finding and organizing research with Mendeley

Sign up for free