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Type-2 Fuzzy Granular Models

Type-2 Fuzzy Granular Models

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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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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.

Produktdetaljer
Sprog: Engelsk
Sider: 93
ISBN-13: 9783319412870
Indbinding: Paperback
Udgave:
ISBN-10: 3319412876
Kategori: Fuzzy mængdelære
Udg. Dato: 2 sep 2016
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer International Publishing AG
Oplagsdato: 2 sep 2016
Forfatter(e) Oscar Castillo, Mauricio A. Sanchez, Juan R. Castro


Kategori Fuzzy mængdelære


ISBN-13 9783319412870


Sprog Engelsk


Indbinding Paperback


Sider 93


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 2 sep 2016


Oplagsdato 2 sep 2016


Forlag Springer International Publishing AG

Kategori sammenhænge