Flexible Bootstrap for Fuzzy Data Based on the Canonical Representation

Several new resampling methods for generating bootstrap samples of fuzzy numbers are proposed. To avoid undesired repetitions in the secondary samples we do not draw randomly directly observations from the primary samples but construct them allowing for some modifications in their membership functio...

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Bibliographic Details
Main Authors: Przemyslaw Grzegorzewski, Olgierd Hryniewicz, Maciej Romaniuk
Format: Article
Language:English
Published: Springer 2020-10-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://www.atlantis-press.com/article/125945339/view