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Controllability of Kronecker Product Networks

2019/06/27 by Yuqing Hao, Qingyun Wang, Hao, Yuqing +5
Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene Regulatory Network Analysis #Neural Networks Stability and Synchronization #Distributed Control Multi-Agent Systems

paper · pdf · doi:10.48550/arxiv.1906.11551

Abstract

A necessary and sufficient condition is derived for the controllability of Kronecker product networks, where the factor networks are general directed graphs. The condition explicitly illustrates how the controllability of the factor networks affects the controllability of the composite network. For the special case where at least one factor network is diagonalizable, an easily-verifiable condition is explicitly expressed. Furthermore, the controllability of higher-dimensional multi-agent systems is revisited, revealing that some controllability criterion reported in the literature does not hold. Consequently, a modified necessary and sufficient condition is established. The effectiveness of the new conditions is demonstrated through several examples.

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