论文标题
对数线性动力学系统
Log-Linear Dynamical Systems
论文作者
论文摘要
我们提出对数线性动力系统，这是一个用于正数的动力系统模型。我们解释了与线性动力学系统的连接，并展示了如何使用凸优化来识别和控制对数线性的动力学系统。我们用捕食者 - 释放动力学的示例说明了系统识别和控制。我们通过讨论提出的模型的潜在应用来结束。
We present log-linear dynamical systems, a dynamical system model for positive quantities. We explain the connection to linear dynamical systems and show how convex optimization can be used to identify and control log-linear dynamical systems. We illustrate system identification and control with an example from predator-prey dynamics. We conclude by discussing potential applications of the proposed model.
