Study on enhanced Karnik-Mendel algorithms: initialization explanations and computation improvements

DOI10.1016/j.ins.2011.07.042zbMath1239.68073OpenAlexW2084597926WikidataQ60570868 ScholiaQ60570868MaRDI QIDQ425507

Dongrui Wu, Jerry M. Mendel, Xin-Wang Liu

Publication date: 8 June 2012

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2011.07.042

zbMATH Keywords

numerical integrationcentroid computationenhanced Karnik-Mendel (EKM) algorithmsinterval type-2 fuzzy setweighted EKM (WEKM) algorithms

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (14)

Study on centroid type-reduction of general type-2 fuzzy logic systems with weighted Nie-Tan algorithms ⋮ Study on reasonable initialization enhanced Karnik-Mendel algorithms for centroid type-reduction of interval type-2 fuzzy logic systems ⋮ Study on sampling-based discrete noniterative algorithms for centroid type-reduction of interval type-2 fuzzy logic systems ⋮ New methodology to approximate type-reduction based on a continuous root-finding Karnik Mendel algorithm ⋮ Forecasting by TSK general type‐2 fuzzy logic systems optimized with genetic algorithms ⋮ A proposal to speed up the computation of the centroid of an interval type-2 fuzzy set ⋮ Global convergence of Karnik-Mendel algorithms ⋮ PARAMETERIZED 2-TUPLE LINGUISTIC MOST PREFERRED OWA OPERATORS AND THEIR APPLICATION IN DECISION MAKING ⋮ A Survey of Continuous Karnik–Mendel Algorithms and Their Generalizations ⋮ Multi-attribute group decision making using combined ranking value under interval type-2 fuzzy environment ⋮ A new method for managing the uncertainties in evaluating multi-person multi-criteria location choices, using a perceptual computer ⋮ Study on centroid type-reduction of general type-2 fuzzy logic systems with weighted enhanced Karnik-Mendel algorithms ⋮ Study on centroid type-reduction of interval type-2 fuzzy logic systems based on noniterative algorithms ⋮ A closed form type reduction method for piecewise linear interval type-2 fuzzy sets

Cites Work

• Unnamed Item
• Uncertainty measures for general type-2 fuzzy sets
• On answering the question ``Where do I start in order to solve a new problem involving interval type-2 fuzzy sets?
• New results about the centroid of an interval type-2 fuzzy set, including the centroid of a fuzzy granule
• Fuzzy weighted average: A max-min paired elimination method
• Fuzzy weighted averages revisited
• Uncertainty measures for interval type-2 fuzzy sets
• Centroid of a type-2-fuzzy set

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