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Type-2 Fuzzy Granular Models

By Mauricio A. Sanchez, Oscar Castillo & Juan R. Castro

Release : 2016-08-26

Genre : Computers & Internet, Books, Professional & Technical, Engineering, Computers

Kind : ebook

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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.

Type-2 Fuzzy Granular Models

By Mauricio A. Sanchez, Oscar Castillo & Juan R. Castro

Release : 2016-08-26

Genre : Computers & Internet, Books, Professional & Technical, Engineering, Computers

Kind : ebook

(0 ratings)
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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