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Type-2 Fuzzy Granular Models (Springerbriefs in Applied Sciences and Technology)
Mauricio A. Sanchez; Oscar Castillo; Juan R. Castro (Autor)
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Springer
· Tapa Blanda
Type-2 Fuzzy Granular Models (Springerbriefs in Applied Sciences and Technology) - Mauricio A. Sanchez; Oscar Castillo; Juan R. Castro
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Reseña del libro "Type-2 Fuzzy Granular Models (Springerbriefs in Applied Sciences and Technology)"
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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