Uniqueness conjecture for the joint fixed point of the consistency equation

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Let (U,X)(U,X) be a random pair satisfying the consistency equation

(U,X)=d(1−∑k=1R2βζkξkXkUk1+2βξk2Xk,(1+∑k=1R2βζk21+2βξk2Xk)−1),(U,X)\stackrel{d}{=}\Bigl( 1-\sum_{k=1}^{R}\frac{2\beta\zeta_k\xi_kX_k U_k}{1+2\beta\xi_k^2 X_k},\Bigl(1+\sum_{k=1}^{R}\frac{2\beta\zeta_k^2}{1+2\beta \xi_k^2X_{k}}\Bigr)^{-1}\Bigr),

where (Uk,Xk)k≥1(U_k,X_k)_{k\geq 1} are independent copies of (U,X)(U,X), (ξk)k≥1(\xi_k)_{k\geq 1} and (ζk)k≥1(\zeta_k)_{k\geq 1} are independent copies of D\mathcal{D}, and RR is Poisson with mean 2α2\alpha, with all these variables independent. Uniqueness conjecture. The consistency equation has a unique fixed point in the law of (U,X)(U,X). The uniqueness of the second coordinate has already been established, while uniqueness of the joint fixed point remains to be shown.

References

Primary source

Ratul Biswas, Wei-Kuo Chen and Arnab Sen, “Free energy of a diluted spin glass model with quadratic Hamiltonian”, arXiv:2201.09918 (2023).

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