4.7 Article

Type-2 fuzzy logic: A historical view

Journal

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
Volume 2, Issue 1, Pages 57-62

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/MCI.2007.357194

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Type-2 fuzzy logic offers an opportunity to model levels of uncertainty with which traditional fuzzy logic (type-1) struggles. This article provides a historical perspective of the development of type-2 fuzzy logic with a retrospective review of important developments in the field. We discuss key questions about the technology such as when should type-2 systems-be used? and why has it taken so long for this technology to emerge? The article concludes by highlighting areas where, we believe, type-2 fuzzy logic will have a significant role to play the future.

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