Synchrony and Antisynchrony in Weighted Networks

被引:5
作者
Aguiar, Manuela [1 ]
Dias, Ana [2 ]
机构
[1] Univ Porto, Fac Econ, Ctr Matemat, Rua Dr Roberto Frias, P-4200464 Porto, Portugal
[2] Univ Porto, Ctr Matemat, Dept Matemat, Rua Campo Alegre 687, P-4169007 Porto, Portugal
关键词
weighted network; adjacency matrix; Laplacian matrix; input-additive coupled cell system; synchrony; antisynchrony; PATTERNS; LATTICE;
D O I
10.1137/20M1348248
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider weighted coupled cell networks, that is networks where the interactions between any two cells have an associated weight that is a real valued number. Weighted networks are ubiquitous in real-world applications. We consider a dynamical systems perspective by associating with each network a set of continuous dynamical systems, the ones that respect the graph structure of the network. For weighted networks it is natural for the admissible coupled cell systems to have an additive input structure. We present a characterization of the synchrony subspaces and the antisynchrony subspaces for a weighted network depending on the restrictions that are imposed in their admissible input-additive coupled cell systems. These subspaces are flow invariant by those systems and are generalized polydiagonal subspaces, that is, are characterized by conditions on the cell coordinates of the types x(i) = x(j) and/or x(k) = -x(l) and/or x(m) = 0. The existence and identification of the synchrony and antisynchrony subspaces for a weighted network are deeply relevant from the applications and dynamics points of view. Our characterization of the synchrony and antisynchrony subspaces of a weighted network follows from our results where we give necessary and sufficient conditions for a generalized polydiagonal to be invariant by the adjacency matrix and/or the Laplacian matrix of the network.
引用
收藏
页码:1382 / 1420
页数:39
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