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Graph diameter, eigenvalues, and minimum-time consensus

Authors: Julien M. Hendrickx; Raphaël M. Jungers; Alexander Olshevsky; Guillaume Vankeerberghen;

Graph diameter, eigenvalues, and minimum-time consensus

Abstract

We consider the problem of achieving average consensus in the minimum number of linear iterations on a fixed, undirected graph. We are motivated by the task of deriving lower bounds for consensus protocols and by the so-called "definitive consensus conjecture" which states that for an undirected connected graph G with diameter D there exist D matrices whose nonzero-pattern complies with the edges in G and whose product equals the all-ones matrix. Our first result is a counterexample to the definitive consensus conjecture, which is the first improvement of the diameter lower bound for linear consensus protocols. We then provide some algebraic conditions under which this conjecture holds, which we use to establish that all distance-regular graphs satisfy the definitive consensus conjecture.

Keywords

FOS: Computer and information sciences, distance-regular graphs, Graphs and linear algebra (matrices, eigenvalues, etc.), algebraic graph theory, distributed computation, Decentralized systems, graph eigenvalues, consensus, Optimization and Control (math.OC), FOS: Mathematics, Computer Science - Multiagent Systems, Mathematics - Optimization and Control, Multiagent Systems (cs.MA)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
52
Top 10%
Top 10%
Top 10%
Green
bronze