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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Table of Content
Introduction.- Background and Theory.- Advances in Granular Computing.- Conclusions.
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Language English ● Format PDF ● Pages 93 ● ISBN 9783319412887 ● File size 4.1 MB ● Publisher Springer International Publishing ● City Cham ● Country CH ● Published 2016 ● Downloadable 24 months ● Currency EUR ● ID 4963749 ● Copy protection Social DRM
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