Smart Prediction Method for Air Quality Based on Big Data Technology
Under the Big Data environment,a parallel BP neural network prediction model based on MapReduce and particle swarm optimization algorithm,MR-PSO-BP model for short,is proposed on Hadoop platform,and it is used to predict air quality index.The experimental results show that the model can effectively predict the air quality index of the city.
air qualityHadoopMapReduceparticle swarm optimizationBP neural network
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万方数据
