Computation of Balanced Equivalence Relations and their Lattice for a Coupled Cell Network

TL;DR

This paper develops an algorithmic approach to compute all balanced equivalence relations and their hierarchy in coupled cell networks, enabling analysis of possible synchrony patterns based solely on network structure.

Contribution

It introduces a matrix-based computational method and software tool to identify all balanced equivalence relations and their lattice structure in coupled cell networks.

Findings

The algorithm efficiently computes all balanced equivalence relations.

The hierarchy of synchrony patterns forms a complete lattice.

The method is practical for networks up to 15 nodes.

Abstract

A coupled cell network describes interacting (coupled) individual systems (cells). As in networks from real applications, coupled cell networks can represent inhomogeneous networks where different types of cells interact with each other in different ways, which can be represented graphically by different symbols, or abstractly by equivalence relations. Various synchronous behaviors, from full synchrony to partial synchrony, can be observed for a given network. Patterns of synchrony, which do not depend on specific dynamics of the network, but only on the network structure, are associated with a special type of partition of cells, termed balanced equivalence relations. Algorithms in Aldis (2008) and Belykh and Hasler (2011) find the unique pattern of synchrony with the least clusters. In this paper, we compute the set of all possible patterns of synchrony and show their hierarchy structure as a complete lattice. We represent the network structure of a given coupled cell network by a symbolic adjacency matrix encoding the different coupling types. We show that balanced equivalence relations can be determined by a matrix computation on the adjacency matrix which forms a block structure for each balanced equivalence relation. This leads to a computer algorithm to search for all possible balanced equivalence relations. Our computer program outputs the balanced equivalence relations, quotient matrices, and a complete lattice for user specified coupled cell networks. Finding the balanced equivalence relations of any network of up to 15 nodes is tractable, but for larger networks this depends on the pattern of synchrony with least clusters.