Modification on enhanced Karnik–Mendel algorithm

作者:

Highlights:

• New initialization proposed for enhanced Karnik–Mendel type reduction algorithm.

• Modification is proposed for right switch point initialization only.

• Proposed change is supported by convergence speed, iteration savings & time saving.

• Control surface remains same with the modified algorithm.

摘要

•New initialization proposed for enhanced Karnik–Mendel type reduction algorithm.•Modification is proposed for right switch point initialization only.•Proposed change is supported by convergence speed, iteration savings & time saving.•Control surface remains same with the modified algorithm.

论文关键词:Interval type 2 fuzzy logic,Type reduction,Karnik–Mendel algorithm

论文评审过程:Received 2 May 2016, Revised 18 August 2016, Accepted 19 August 2016, Available online 26 August 2016, Version of Record 1 September 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.08.055