Hierarchical fuzzy design by a multi-objective evolutionary hybrid approach

    Soft Computing, pp. 3615-3630, 2019.

    Cited by: 0|Bibtex|Views15|
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    Keywords:
    Hierarchical design Type-2 fuzzy systems Beta basis function Structure learning Multi-objective optimizationMore(1+)

    Abstract:

    This paper presents a new tree hierarchical representation of type-2 fuzzy systems. The proposed system is called the type-2 hierarchical flexible beta fuzzy system (T2HFBFS) and is trained based on two-phase optimization mechanism. The first optimization step is a multi-objective structural learning phase. This phase is based on the mult...More

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