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Multi-valued Neuron with Periodic activation function (MVN-P) was proposed for solving classification problems. The boundaries between two distinct categories are precisely specified in MVN-P, which may cause slow convergence in learning or low classification accuracy in generalization. In this paper, we propose a revised model, MVN-PFT, in which a fuzzy tolerating buffer is provided around a boundary...
The quality control system in the flexible manufacturing system (FMS) is analyzed. A simple and practical construction of quality control system is introduced. The pattern recognition of the quality control charts based on neural network is presented. The trained neural network can not only recognize six basic patterns of the quality control charts, but also recognize the hybrid pattern composed of...
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