论文标题
最佳时间延迟的无参数确定
Parameter free determination of optimum time delay
论文作者
论文摘要
我们表明，应用于复发微骨的相同最大熵原理配置了一种新方法，以正确计算正确采样数据集所需的时间延迟。新方法检索了使用传统方法获得的结果，其优势是独立于任何自由参数。由于所有参数都是自动设置的，因此该方法适用于人工（计算）智能算法，恢复嵌入时间序列中的正确信息，并合理化数据采集过程，因为仅必须收集相关数据。
We show that the same maximum entropy principle applied to recurrence microstates configures a new way to properly compute the time delay necessary to correctly sample a data set. The new method retrieves results obtained using traditional methods with the advantage of being independent of any free parameter. Since all parameters are automatically set, the method is suitable for use in artificial (computational) intelligence algorithms, recovering correct information embedded in time series, and rationalizing the process of data acquisition since only relevant data must be collected.
