SpringerBriefs in Applied Sciences and Technology

Sanchez, Mauricio A.; Castillo, Oscar; Castro, Juan R.

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.

Details

Published by: Springer

Publication Date: 2016-09-02

Format: Paperback

ISBN-13: 9783319412870

DOI: 10.1007/978-3-319-41288-7

Dimensions: 235cm x155cm

Pages: 93