Beyond Carleman Linearization of Nonlinear Dynamical System: Insights from a Case Study
Panpan Chen, Nader Motee and Qiyu Sun
非线性动力学系统在各种科学和工程领域广泛遇到。 尽管在理论理解方面取得了重大进展,但开发分析和设计这些系统的完整和集成框架仍然具有挑战性,这强调了高效线性化方法的重要性。 在本文中,我们引入了一个通用的线性化框架,重点是卡勒曼线性化和卡勒曼-傅里叶线性化。 为动力系统提供了关于有限段近似于提升的无限维动力系统的详细案例研究,其支配功能是一级三角学多项式。
Nonlinear dynamical systems are widely encountered in various scientific and engineering fields. Despite significant advances in theoretical understanding, developing complete and integrated frameworks for analyzing and designing these systems remains challenging, which underscores the importance of efficient linearization methods. In this paper, we introduce a general linearization framework with emphasis on Carleman linearization and Carleman-Fourier linearization. A detailed case study on fin...