Machine learningNonlinear dynamics
循环量化分析 (RQA)
循环量化分析 (RQA) 是一种非线性方法，通过量化其循环图的小尺度结构来表征时间序列的动力学行为。RQA 由 Marwan、Romano、Thiel 和 Kurths 于 2007 年以现代、全面的形式提出，提取标量度量——如循环率、确定性、层状性和 Shannon 熵——以捕捉复杂动力系统中的周期性、混沌、平稳性和状态转移。
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来源
- Marwan, N., Romano, M. C., Thiel, M., & Kurths, J. (2007). Recurrence plots for the analysis of complex systems. Physics Reports, 438(5–6), 237–329. DOI: 10.1016/j.physrep.2006.11.001 ↗
如何引用本页
ScholarGate. (2026, June 2). Recurrence Quantification Analysis (RQA). ScholarGate. https://scholargate.app/zh/complex-systems/recurrence-quantification-analysis
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