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Nonlinear dynamics of networks : the groupoid formalism

机译:网络的非线性动力学:类群形式主义

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摘要

A formal theory of symmetries of networks of coupled dynamical\udsystems, stated in terms of the group of permutations of the nodes that preserve\udthe network topology, has existed for some time. Global network symmetries\udimpose strong constraints on the corresponding dynamical systems,\udwhich affect equilibria, periodic states, heteroclinic cycles, and even chaotic\udstates. In particular, the symmetries of the network can lead to synchrony,\udphase relations, resonances, and synchronous or cycling chaos.\udSymmetry is a rather restrictive assumption, and a general theory of networks\udshould be more flexible. A recent generalization of the group-theoretic\udnotion of symmetry replaces global symmetries by bijections between certain\udsubsets of the directed edges of the network, the ‘input sets’. Now the symmetry\udgroup becomes a groupoid, which is an algebraic structure that resembles\uda group, except that the product of two elements may not be defined. The\udgroupoid formalism makes it possible to extend group-theoretic methods to\udmore general networks, and in particular it leads to a complete classification\udof ‘robust’ patterns of synchrony in terms of the combinatorial structure of the\udnetwork.\udMany phenomena that would be nongeneric in an arbitrary dynamical\udsystem can become generic when constrained by a particular network topology.\udA network of dynamical systems is not just a dynamical system with\uda high-dimensional phase space. It is also equipped with a canonical set of\udobservables—the states of the individual nodes of the network. Moreover, the\udform of the underlying ODE is constrained by the network topology—which\udvariables occur in which component equations, and how those equations relate\udto each other. The result is a rich and new range of phenomena, only a few of\udwhich are yet properly understood.
机译:耦合动力\系统的网络对称性的形式化理论已经存在了一段时间,这种理论是用保留网络拓扑的节点的排列组来表示的。全局网络对称性\在相应的动力学系统上施加了强约束,\ ud影响平衡,周期状态,异质循环甚至混沌\ udstate。尤其是,网络的对称性可能导致同步,同相关系,共振以及同步或循环混沌。ud对称性是一个限制性的假设,网络的一般理论应该更灵活。最近,对群理论\对称性的一般化概括是通过网络有向边的某些\ udsubsets(“输入集”)之间的双射来代替全局对称性。现在,对称\ udgroup成为一个类群,它是类似于\ uda群的代数结构,除了可能没有定义两个元素的乘积。 \ udgroupoid形式主义使得将群体理论方法扩展到\ udmore通用网络成为可能,并且特别地,根据\ udnetwork的组合结构,它导致了对同步的“稳健”模式的完整分类\ udof。当受特定的网络拓扑约束时,在任意动态\ ud系统中将是非通用的可能会变得通用。\ ud动态系统网络不仅仅是具有\ uda高维相空间的动态系统。它还配备了一组规范的\ udobservables-网络中各个节点的状态。此外,底层ODE的\ udform受到网络拓扑的约束–哪些\ udvariables出现在哪些组成方程式中,以及这些方程式如何相互关联。结果是产生了丰富而新颖的现象,其中只有少数\ ud被正确理解。

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  • 年度 2006
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  • 正文语种 {"code":"en","name":"English","id":9}
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  • 入库时间 2022-08-20 20:35:51

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