Cover of Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro: Type-2 Fuzzy Granular Models

Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro Type-2 Fuzzy Granular Models

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Springer International Publishing

2016

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978-3-319-41288-7

3-319-41288-4

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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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