基于有向圖的高維Kuramoto模型的同步
[Abstract]:The high-dimensional Kuramoto model, also known as the Lohe model, is a class of nonlinear multi-individual systems. The so-called multi-individual system is a complex dynamic system composed of several differential equations or difference equations coupled together according to the structure of a graph. The dynamic behavior of the system is determined by the dynamic equation of the individual and the structure of the graph. The high-dimensional Kuramoto model has a good physical background, which can be used to explain the synchronization of interconnected multiple quantum oscillators. Among the existing results on high-dimensional Kuramoto model, most of them only consider the case of undirected graph, but for the case of general directed graph, the result of high-dimensional Kuramoto model is very few. In this paper, we study the equilibrium point decision problem and synchronization problem of high-dimensional Kuramoto model based on directed graph. Firstly, for the problem of discriminating equilibrium points, the condition of strong connectivity for digraphs in the existing results is further weakened to the condition of the existence of directed support trees, and the necessary and sufficient conditions for distinguishing the equilibrium points are obtained. Secondly, for the synchronization problem, we extend the related results of the case of undirected graph to the case of directed graph. Specifically, it includes: (1) synchronization can be realized when the digraph is strongly connected and the initial states of all individuals are located on a hemispherical surface; (2) when a directed graph has a directed spanning tree and the first strongly connected branch contains only one vertex, the states of all individual systems with an initial state on a hemispherical surface will be synchronized; (3) if we only assume that a directed graph has a directed spanning tree, further limit the initial state of the individual system with a pairwise inner product greater than zero, then the states of all individual systems can be synchronized. In this paper, the generalized LaSalle invariant set principle and mathematical induction method are comprehensively used, and the system is treated in a new form. The method of proof is obviously different from the existing method.
【學(xué)位授予單位】:南京師范大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2017
【分類號(hào)】:O157.5
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