文章基本信息

标题：The Curse of Dimensionality and Variable Selection in Nonlinear Non-parametric System Identification *
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作者：Er-Wei Bai ; Wenxiao Zhao ; Wei Xing Zheng 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2015
卷号：48
期号：28
页码：1279-1284
DOI：10.1016/j.ifacol.2015.12.308
语种：English
出版社：Elsevier
摘要：AbstractThe problem of variable selection in system identification of a high dimensional nonlinear non-parametric system is described. The inherent difficulty, the curse of dimensionality, is introduced. Some recent results of variable selection in system identification are presented. Finally, a simulation example is given to justify the theoretical results.
关键词：KeywordsVariable selectionnonlinear non-parametric systemcurse of dimensionality