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- W2364606947 abstract "An algorithm for assessing the machine performance based on swarm intelligence was proposed.The patterns representing the machine performance are first mapped into a plane,then analyzed by the clustering algorithm based on the swarm intelligence.To improve the running efficiency of the algorithm,the stochastic mapping of the patterns was modified based on principal component analysis. Moreover,to reduce the influence on the algorithm caused by the parameters selection,a simple way to calculate the similarities of the patterns was presented. Finally,the modified algorithm was compared with the original one and the results prove that the efficiency is improved significantly.The modified algorithm is applied in analyzing the data of air-condition which proves it can cluster the data with self-organizing characters." @default.
- W2364606947 created "2016-06-24" @default.
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- W2364606947 date "2006-01-01" @default.
- W2364606947 modified "2023-09-25" @default.
- W2364606947 title "An Algorithm for Comparing Machine Performance Based on Swarm Intelligence Clustering" @default.
- W2364606947 hasPublicationYear "2006" @default.
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