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  • 标题:Method of Traceability of Pollution Source by Machine Learning
  • 本地全文:下载
  • 作者:Meng Sun ; Xue-Yi You
  • 期刊名称:IOP Conference Series: Earth and Environmental Science
  • 印刷版ISSN:1755-1307
  • 电子版ISSN:1755-1315
  • 出版年度:2019
  • 卷号:310
  • 期号:5
  • 页码:1-7
  • DOI:10.1088/1755-1315/310/5/052082
  • 出版社:IOP Publishing
  • 摘要:In terms of traceability of pollutant sources, traditional methods are not only time-consuming and labour-intensive, but also difficult to accurately locate pollution sources. This paper applies the particle swarm optimization algorithm (PSO) and genetic algorithm (GA) to identifying a single pollution source and two pollution sources, respectively. The results show that the position of pollution sources can be located well by the method of PSO and GA.
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