Type-2 Fuzzy Granular Models

By Mauricio A. Sanchez, Oscar Castillo & Juan R. Castro

Type-2 Fuzzy Granular Models - Mauricio A. Sanchez, Oscar Castillo & Juan R. Castro
  • Release Date: 2016-08-26
  • Genre: Computers & Internet

Description

In this book, a series of granular algorithms are proposed. A nature inspired granular algorithm based on Newtonian gravitational forces is proposed. A series of methods for the formation of higher-type information granules represented by Interval Type-2 Fuzzy Sets are also shown, via multiple approaches, such as Coefficient of Variation, principle of justifiable granularity, uncertainty-based information concept, and numerical evidence based. And a fuzzy granular application comparison is given as to demonstrate the differences in how uncertainty affects the performance of fuzzy information granules.