Comparison of modified Karnik-Mendel algorithm-based interval type-2 ANFIS and type-1 ANFIS
Sign Up to like & getrecommendations! Published in 2021 at "Aircraft Engineering and Aerospace Technology"
DOI: 10.1108/aeat-11-2020-0268
Abstract: Purpose This study aims to propose, as the first time, the interval type-2 adaptive network-fuzzy inference system (ANFIS) structure, which is given better results compared to previously presented in the open literature. So, the ANFIS… read more here.
Keywords: mendel algorithm; anfis; type anfis; karnik mendel ... See more keywords
New Methodology to Approximate Type-Reduction Based on a Continuous Root-Finding Karnik Mendel Algorithm
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DOI: 10.3390/a10030077
Abstract: Interval Type-2 fuzzy systems allow the possibility of considering uncertainty in models based on fuzzy systems, and enable an increase of robustness in solutions to applications, but also increase the complexity of the fuzzy system… read more here.
Keywords: reduction; methodology; type reduction; computational cost ... See more keywords