Type-2 Fuzzy Granular Models (SpringerBriefs in Applied Sciences and Technology)

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

ISBN 10: 3319412876 / ISBN 13: 9783319412870

Editore: Springer 2016-09-02, 2016

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Codice articolo 6666-IUK-9783319412870

Dati bibliografici

• Titolo: Type-2 Fuzzy Granular Models (SpringerBriefs in Applied Sciences and Technology)
• Editore: Springer 2016-09-02
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 3319412876
• ISBN 13: 9783319412870
• Rilegatura: Paperback
• Condizione: New

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Riassunto

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.