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文章基本信息

  • 标题:Phase Space Reconstruction from Time Series Data: Where History Meets Theory
  • 作者:Ray Huffaker
  • 期刊名称:Proceedings in Food System Dynamics
  • 印刷版ISSN:2194-511X
  • 出版年度:2010
  • 页码:1-9
  • 语种:English
  • 出版社:Proceedings in Food System Dynamics
  • 摘要:In ‘dissipative’ dynamical systems, variables evolve asymptotically toward low dimensional ‘attractors’ that define their dynamical properties. Unfortunately, real ‐ world dynamical systems are generally too complex for us to directly observe these attractors. Fortunately, there is a method—‘phase space reconstruction’—that can be used to indirectly detect attractors in real ‐ world dynamical systems using time series data on a single variable (Broomhead and King, 1985; Schaffer and Kott, 1985; Kott et al, 1988; Williams,1997). Armed with this knowledge, we can formulate more accurate and informative models of real ‐ world dynamical systems.
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