Type-2 Fuzzy Granular Models
Author | : Mauricio A. Sanchez |
Publisher | : Springer |
Total Pages | : 97 |
Release | : 2016-08-26 |
ISBN-10 | : 9783319412887 |
ISBN-13 | : 3319412884 |
Rating | : 4/5 (884 Downloads) |
Download or read book Type-2 Fuzzy Granular Models written by Mauricio A. Sanchez and published by Springer. This book was released on 2016-08-26 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.