Type-2 Fuzzy Logic: A Historical View

  • Authors:
  • R. John;S. Coupland

  • Affiliations:
  • Centre for Computational Intelligence, De Montfort Univ., Leicester;-

  • Venue:
  • IEEE Computational Intelligence Magazine
  • Year:
  • 2007

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Abstract

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 in the future