Type-2 Fuzzy Granular Models
Published on 26. August 2016
VIII, 93 pages
978-3-319-41288-7 (ISBN)
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.
More details
Series
Edition
1st ed. 2017
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
VIII, 93 p. 60 illus., 51 illus. in color.
File size
4,12 MB
ISBN-13
978-3-319-41288-7 (9783319412887)
DOI
10.1007/978-3-319-41288-7
Schweitzer Classification
Other editions
Additional editions
Mauricio A. Sanchez | Oscar Castillo | Juan R. Castro
Type-2 Fuzzy Granular Models
Book
09/2016
Springer
€53.49
Shipment within 10-15 days
Content
Introduction.- Background and Theory.- Advances in Granular Computing.- Conclusions.
