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.
- ISBN:
- 9783319412870
- 9783319412870
-
Category:
- Artificial intelligence
- Format:
- Paperback
- Publication Date:
-
02-09-2016
- Publisher:
- Springer International Publishing AG
- Country of origin:
- Switzerland
- Pages:
- 93
- Dimensions (mm):
- 235x155x6mm
- Weight:
- 1.71kg
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