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Type-2 Fuzzy Granular Models
SpringerBriefs in Applied Sciences and Technology - SpringerBriefs in Computational Intelligence
ISBN/EAN: 9783319412870
Umbreit-Nr.: 9450860
Sprache:
Englisch
Umfang: viii, 93 S., 9 s/w Illustr., 51 farbige Illustr.,
Format in cm:
Einband:
kartoniertes Buch
Erschienen am 02.09.2016
Auflage: 1/2017
- Kurztext
- 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.