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Mustapha Muhammed

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Review Open access Sep 2026

Hybrid Membership Functions in Fuzzy Systems: A Survey of Structures, Applications, and Research Gaps

The reviewed literature shows that hybridization can provide additional representational flexibility by combining useful characteristics of different membership functions, however, direct performance comparisons across studies remain difficult because of differences in datasets, fuzzy-system architectures, optimization...

Mustapha Muhammed, Musa Adeku Ibrahim · 0 citations

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