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  • 标题:Approximate computation of storage functions for discrete-time systems using sum-of-squares techniques ⁎
  • 本地全文:下载
  • 作者:Simon Pirkelmann ; David Angeli ; Lars Grüne
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2019
  • 卷号:52
  • 期号:16
  • 页码:508-513
  • DOI:10.1016/j.ifacol.2019.12.012
  • 语种:English
  • 出版社:Elsevier
  • 摘要:In this paper we present a method for automated verification of dissipativity by numerical means for discrete time systems with polynomial dynamics and stage cost. It relies on sum-of-squares techniques in order to compute storage functions that satisfy a dissipation inequality. The method can also be used to treat systems subject to constraints. Moreover, an Taylor approximation based extension to more general nonlinear stage costs is presented which enables the computation of approximate local storage functions.
  • 关键词:KeywordsDissipativityStorage FunctionsSum-of-SquaresPolynomial SystemsTaylor Approximations
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