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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Innehållsförteckning
Introduction.- Background and Theory.- Advances in Granular Computing.- Conclusions.
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Språk Engelska ● Formatera PDF ● Sidor 93 ● ISBN 9783319412887 ● Filstorlek 4.1 MB ● Utgivare Springer International Publishing ● Stad Cham ● Land CH ● Publicerad 2016 ● Nedladdningsbara 24 månader ● Valuta EUR ● ID 4963749 ● Kopieringsskydd Social DRM
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