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Type-2 Fuzzy Granular Models

Type-2 Fuzzy Granular Models

Juan R. Castro / Juan RCastro / Mauricio A. Sanchez / Mauricio ASanchez / Oscar Castillo

68,02 €
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Editorial:
Springer Nature B.V.
Año de edición:
2016
Materia
Inteligencia artificial
ISBN:
9783319412870
68,02 €
IVA incluido
Disponible

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Sobre IBD

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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