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文章基本信息

  • 标题:Nonparametric modelling of multidimensional technological processes with dependent variables
  • 作者:E A Chzhan ; A V Medvedev ; V V Kukartsev
  • 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:2018
  • 卷号:194
  • 期号:2
  • 页码:022007
  • DOI:10.1088/1755-1315/194/2/022007
  • 语种:English
  • 出版社:IOP Publishing
  • 摘要:The article deals with the features of simulation of multidimensional discrete-continuous processes with delay, the input variables of which are connected by stochastic dependence. These processes are typical for metallurgy and the mining industry. The type of dependence is unknown to the researcher. A series of computational experiments on the construction of nonparametric models in the conditions of incompleteness of a priori information, small samples and in the presence of interference shows the effectiveness of proposed nonparametric identification algorithm.
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