Opinion inertia and coarsening in the Persistent Voter model
Physical Review E(2024)
摘要
We consider the Persistent Voter model (PVM), a variant of the Voter model
(VM) that includes transient, dynamically-induced zealots. Due to peer
reinforcement, the internal confidence η_i of a normal voter increases by
steps of size Δη and once it gets above a given threshold, it becomes
a zealot. Then, its opinion remains frozen until enough interactions with the
opposite opinion occur and its confidence is reset. No longer a zealot, the
regular voter may change opinion once again. This opinion inertia mechanism,
albeit simplified, is responsible for an effective surface tension and the PVM
has a crossover from a fluctuation-driven dynamics, as in the VM, to a
curvature-driven one, as in the Ising Model at low temperature (IM0). The
average time τ to attain consensus is non-monotonic on Δη and
has a minimum at Δη_min. In this paper we clarify the mechanisms
that accelerate the system towards consensus close to Δη_min.
Close to the crossover at Δη_min, the intermediate region around
the domains where the regular voters accumulate (the active region, AR) is
large and the surface tension, albeit small, is still enough to keep the shape
and reduce the fragmentation of the domains. The large size of the AR in the
region of Δη_min has two important effects that accelerates the
dynamics. First, it dislodges the zealots in the bulk of the domains and
second, it maximally suppresses the slowly-evolving stripes that normally form
in Ising-like models. This suggests the importance of understanding the role of
the AR, where the change of opinion is facilitated, and the interplay between
regular voters and zealots when attempting to disrupt polarized states.
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