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Since fault diagnosis of blast furnace is very important in manufacturing, in this paper, a new strategy based on NN-DPSO-SVM is proposed to solve it. Using the nearest neighbor principle deletes the useless samples so that the training set is pruned. A modified discrete particle swarm optimization is applied to optimize the feature selection and the SVM parameters so that the algorithm can improve...
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