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- W2968489331 abstract "This article provides new application-independent perspectives about the performance potential of an intuitionistic (I-) fuzzy system over a (classical) Takagi-Sugeno-Kang (TSK) fuzzy system. It does this by extending sculpting the state-space works from a TSK fuzzy system to an I-fuzzy system. It demonstrates that, for piecewise-linear membership functions (trapezoids and triangles), an I-fuzzy system always has significantly more first-order rule partitions of the state space-the coarse sculpting of the state space-than does a TSK fuzzy system, and that some I-fuzzy systems also have more second-order rule partitions of the state space-the fine sculpting of the state space-than does a TSK fuzzy system. It is the author's conjecture that for piecewise-linear membership functions (trapezoids and triangles): it is the always significantly greater coarse (and possibly fine) sculpting of the state space that provides an I-fuzzy system with the potential to outperform a TSK fuzzy system, and that a type-1 I-fuzzy system has the potential to outperform an interval type-2 fuzzy system." @default.
- W2968489331 created "2019-08-22" @default.
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- W2968489331 date "2020-09-01" @default.
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- W2968489331 title "Comparing Performance Potentials of Classical and Intuitionistic Fuzzy Systems in Terms of <i>Sculpting the State Space</i>" @default.
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- W2968489331 doi "https://doi.org/10.1109/tfuzz.2019.2933786" @default.
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