Global analysis of networks of piecewise affine bistable switches

Gianluca Villani, L. Scardovi
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Abstract

In this paper we investigate the dynamics of a network of N diffusively-coupled compartments, each modelling a bistable switch. The dynamics of each compartment is described by a piecewise linear differential equation. We prove that all the solutions converge to the set of equilibria and that this is a structural property, as it does not depend on the system parameters and the interconnection topology. The theoretical results are supplemented with numerical results which suggest new directions for future research.
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分段仿射双稳开关网络的全局分析
在本文中,我们研究了N个扩散耦合室的网络动力学,每个室模拟一个双稳开关。每个隔室的动力学用分段线性微分方程来描述。我们证明了所有的解都收敛于平衡点集合,这是一个结构性质,因为它不依赖于系统参数和互连拓扑。数值结果补充了理论结果,为今后的研究指明了新的方向。
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