Ebook: Type-2 Fuzzy Granular Models
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Series: SpringerBriefs in Applied Sciences and Technology
- Year: 2017
- Publisher: Springer International Publishing
- Edition: 1
- Language: English
- pdf
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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