An Enhanced Sequential Fuzzy Clustering Algorithm

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Zheng, G.L.; Billings, S.A.;
  • Publisher: Department of Automatic Control and Systems Engineering
  • Subject:
    acm: ComputingMethodologies_PATTERNRECOGNITION | ComputingMilieux_MISCELLANEOUS
    arxiv: Computer Science::Computer Science and Game Theory

A sequential fuzzy clustering algorithm is proposed based on a modification to the objective function used in the fuzzy competitive learning algorithm. The new learning algorithm can be used to enhance the excitation on the non-winning centroids and to reduce the excita... View more
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