Approximation conjecture for steady states in the sigmoidal bounded-confidence model

About 4 years old · traced to

Let x\mathbf{x} be a steady state of a Hegselmann–Krause model with confidence bound δ\sqrt{\delta}. Define Cδ(x)⊂RnC_\delta(\mathbf{x})\subset\mathbb{R}^n to be the set of opinion vectors y\mathbf{y} satisfying

(yi−yj)2≤δ  ⟺  (xi−xj)2≤δfor all i∼j.(y_i-y_j)^2\leq\delta\iff (x_i-x_j)^2\leq\delta\quad\text{for all }i\sim j.

Approximation conjecture. There exist x′∈Cδ(x)\mathbf{x}'\in C_\delta(\mathbf{x}), a sequence {γ(ℓ)}ℓ\{\gamma^{(\ell)}\}_\ell, and a sequence {x(ℓ)}ℓ\{\mathbf{x}^{(\ell)}\}_\ell such that

Fγ(ℓ)(x(ℓ))=0\mathbf{F}_{\gamma^{(\ell)}}(\mathbf{x}^{(\ell)})=\mathbf{0}

and x(ℓ)→x′\mathbf{x}^{(\ell)}\to\mathbf{x}' as γ→∞\gamma\to\infty. The conjecture asserts that every pattern of mutual influence represented by an HK steady state has a representative opinion vector approximable by steady states of the SBCM.

References

Primary source

Heather Z. Brooks, Philip S. Chodrow and Mason A. Porter, “Emergence of polarization in a sigmoidal bounded-confidence model of opinion dynamics”, arXiv:2209.07004 (2023).

Progress summary

Never refreshed

Nothing recorded yet. Refresh searches the literature and the public web for attempts on this problem, and writes the first summary here.

Solutions 0

No solutions have been posted yet.