Some aspects of nonlocal dynamics on directed and undirected networks for an initial value problem whose Jacobian matrix is a variable-order fractional power of a Laplacian matrix are discussed here. This is a new extension to non-stationary behavior of a class of non-local phenomena on complex networks for which both directed and undirected graphs are considered. Under appropriate assumptions, the existence, uniqueness, and uniform asymptotic stability of the solutions of the underlying initial value problem are proved. Some examples giving a sample of the behavior of the dynamics are also included.
翻译:此处讨论在定向和非定向网络上用于初始价值问题的非本地动态的某些方面,即Jacobian 矩阵是拉普拉西亚矩阵的可变顺序分数力,这是对考虑定向图和无定向图的复杂网络上一类非本地现象的非静止行为的新的延伸,在适当的假设下,证明了潜在初始价值问题解决方案的存在、独特性和统一的无干扰稳定性。还列举了一些实例,举例说明了动态行为。