Type-2 Fuzzy Granular Models

Mauricio A. Sanchez

ISBN 10: 3319412876 / ISBN 13: 9783319412870

Editore: Berlin Springer International Publishing Springer Sep 2016, 2016

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 93 pp. Englisch.

Codice articolo 9783319412870

Dati bibliografici

• Titolo: Type-2 Fuzzy Granular Models
• Editore: Berlin Springer International Publishing Springer Sep 2016
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 3319412876
• ISBN 13: 9783319412870
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 235 L x 177 A x 7 P (millimetri) 235 millimetri di larghezza per 177 millimetri di altezza per 7 millimetri di profondità
• Peso: 172 grammi

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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.