Finite-time constant-topology conjecture for SBC and SBI opinion dynamics

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Let nn interacting agents have opinion vector x(t)∈Rnx(t)\in\mathbb{R}^n and bounds vector r∈R>0nr\in\mathbb{R}^n_{>0}. In the synchronized bounded confidence (SBC) and synchronized bounded influence (SBI) systems, the state-dependent proximity digraph is denoted by Gr(x(t))G_r(x(t)). Constant-topology conjecture. For any trajectory x(t)x(t) of an SBC or SBI system, there exists a finite time τ\tau after which Gr(x(t))G_r(x(t)) remains constant. This would reduce the long-term dynamics to a fixed interconnection topology; the paper partly proves this conjecture, while universal convergence of all trajectories remains open.

References

Primary source

Anahita Mirtabatabaei and Francesco Bullo, “Opinion Dynamics in Heterogeneous Networks: Convergence Conjectures and Theorems”, arXiv:1103.2829 (2011).

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