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Type-2 Fuzzy Granular Models
Hoofdkenmerken
Auteur: Mauricio A. Sanchez; Oscar Castillo; Juan R. Castro
Titel: Type-2 Fuzzy Granular Models
Uitgever: Springer Nature
ISBN: 9783319412887
ISBN boekversie: 9783319412870
Prijs: € 65.93
Verschijningsdatum: 26-08-2016
Inhoudelijke kenmerken
Categorie: Intelligence (AI) & Semantics
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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.
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