Type-2 Fuzzy Granular Models

TRAMA

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.

SOMMARIO

Introduction.- Background and Theory.- Advances in Granular Computing.- Conclusions. 

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783319412870
• Collana: SpringerBriefs in Applied Sciences and Technology
• Dimensioni: 235 x 155 mm Ø 1708 gr
• Formato: Brossura
• Illustration Notes: VIII, 93 p. 60 illus., 51 illus. in color.
• Pagine Arabe: 93
• Pagine Romane: viii