包括线性系统、连续的和离散的非线性系统，一个比一个难。第一部分写得非常漂亮，相图分析是重点，顺带把线代和常微分给复习了。第二部分涉及很多数学证明，基本都跳过，学到的是非线性系统的线性化及平衡点附近解的行为分析。第三部分感觉不是最佳的混沌入门读物，太数学了。总体条理清晰，干货满满。

An introduction to hybrid dynamical systems

Nonlinear Dynamical Systems and Control A Lyapunov-Based Approach

在本文中，研究了一类网络动力学系统的稳定性和分叉性。 首先，它表明，对于家庭的每个成员，都有一个全球性吸引地区。 然后，研究特定固定点（0，0）的局部稳定性； 之后，发现随着某个系统参数的变化，该固定点为分叉点。 最后，对一个3-D动力学系统进行了数值研究，发现了丰富多样的分叉现象，并揭示了几何上不同的吸引子。 还观察到，吸引器的几何形状根据特定参数经历连续变形。

The identification of nonlinear spatiotemporal dynamical systems given by partial differential equations has attracted a lot of attention in the past decades. Several methods, such as searching principle-based algorithms, partially linear kernel methods, and coupled lattice methods, have been developed to address the identification problems. However, most existing methods have some restrictions on sampling processes in that the sampling intervals should usually be very small and uniformly distri

We present a simple approach based on photonic reservoir computing (P-RC) for modulation format identification (MFI) in optical fiber communications. Here an optically injected semiconductor laser with self-delay feedback is trained with the representative features from the asynchronous amplitude histograms of modulation signals. Numerical simulations are conducted for three widely used modulation formats (on–off keying, differential phase-shift keying, and quadrature amplitude modulation) for v

Probability-dependent H"~ synchronization control for dynamical networks with randomly varying nonlinearities

人工智能与智能系统相关领域学习教材

人工智能与智能系统相关领域学习教材

1、树型动态显示列表，利用控件MenuStrip、toolStrip、treeView、panel、picturebox控件、值得下载学习。