doi: 10.7763/IJMO.2012.V2.218
Tuning of Centroid with Modified Kernik Mendel (KM) Algorithm
Saikat Maity
1
,
Jaya Sil
2
- 1 College, Fuljhore, DGP - 713206, India.
- 2 University, Shibpur, Howrah, India.
Abstract
Centroid computation of interval type-2 fuzzy logic system, is a pioneering work that provides a measure of uncertainty using foot print of uncertainty. The basics of fuzzy logic do not change from type-1 to higher type but the nature of the membership functions and the operations that depend on the membership functions inevitably change. In the paper, we first review the approaches of type-2 and interval type-2 fuzzy logic system (IT2FLS). In the paper a modified KM algorithm has been proposed to compute centroid of generalized type 2 fuzzy logic system. The modification in KM algorithm and generalization of centroid concept gives a new dimension in foot print of uncertainty.
Keywords
- Type-2 fuzzy logic system
- interval type-2 fuzzy logic system (IT2FLS)
- KM algorithm
- footprint of uncertainty (FOU)
How to Cite
Saikat Maity and Jaya Sil, "Tuning of Centroid with Modified Kernik Mendel (KM) Algorithm," International Journal of Modeling and Optimization, vol. 2, no. 6, pp. 718-722, 2012. https://doi.org/ 10.7763/IJMO.2012.V2.218
Copyright & License
Copyright © 2012 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).