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  • 标题:Metaheuristics-Based Approximation of Two-Dimensional Probability Distributions for Stochastic Systems Control
  • 本地全文:下载
  • 作者:Kenta Osaki ; Yohei Hosoe ; Tomomichi Hagiwara
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:4998-5003
  • DOI:10.1016/j.ifacol.2020.12.1095
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper is concerned with approximation of probability distributions behind discrete-time systems with stochastic dynamics. The aim is to facilitate advances in studies for control of such stochastic systems. An approach to approximating two-dimensional probability distributions using metaheuristics is suggested. Then, its effectiveness is demonstrated with a numerical example of stabilization synthesis.
  • 关键词:KeywordsStochastic systemsApproximation of probability distributionsMetaheuristicsKolmogorov distanceDiscrete distributionLinear matrix inequality (LMI)
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