Interval type-2 fractional fuzzy inference systems: Towards an evolution in fuzzy inference systems

作者：

Highlights：

• Introducing a new generation of interval type-2 fuzzy inference systems.

• New concepts: the switching, entanglement, degeneracy, and type-2 fracture index.

• Demonstrating the superiority of IT2FFISs in comparison with typical IT2FISs.

• Introducing the order of interval type-2 fuzzy inference systems.

• Presenting interval type-2 fractional membership functions.

摘要

•Introducing a new generation of interval type-2 fuzzy inference systems.•New concepts: the switching, entanglement, degeneracy, and type-2 fracture index.•Demonstrating the superiority of IT2FFISs in comparison with typical IT2FISs.•Introducing the order of interval type-2 fuzzy inference systems.•Presenting interval type-2 fractional membership functions.

论文关键词：Interval type-2 fuzzy sets,Type-2 membership functions,Fractional compositional rule of inference,Machine intelligence quotient,Type-2 fuzzy control,Intelligent systems

论文评审过程：Received 23 January 2021, Revised 21 July 2021, Accepted 19 September 2021, Available online 12 October 2021, Version of Record 27 October 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115947