From Zero-Freeness to Strong Spatial Mixing via a Christoffel-Darboux Type Identity (2401.09317v2)

Abstract: We present a unifying approach to derive the strong spatial mixing (SSM) property for the general 2-spin system from zero-free regions of its partition function. Our approach works for the multivariate partition function over all three complex parameters $(\beta, \gamma, \lambda)$, and we allow the zero-free regions of $\beta, \gamma$ or $\lambda$ to be of arbitrary shapes. As long as the zero-free region contains a positive point and it is a complex neighborhood of $\lambda=0$ when fixing $\beta, \gamma \in \mathbb{C}$, or a complex neighborhood of $\beta\gamma=1$ when fixing $\beta, \lambda\in \mathbb{C}$ or $\gamma, \lambda\in \mathbb{C}$ respectively, we are able to show that the corresponding 2-spin system exhibits SSM on such a region. The underlying graphs of the 2-spin system are not necessarily of bounded degree, while are required to include graphs with pinned vertices. We prove this result by establishing a Christoffel-Darboux type identity for the 2-spin system on trees. This identity plays an important role in our approach and is of its own interests. We also use certain tools from complex analysis such as Riemann mapping theorem. Our approach comprehensively turns all existing zero-free regions (to our best knowledge) of the partition function of the 2-spin system where pinned vertices are allowed into the SSM property. As a consequence, we obtain new SSM results for the 2-spin system beyond the direct argument for SSM based on tree recurrence. Moreover, we extend our approach to handle the 2-spin system with non-uniform external fields. As an application, we obtain a new SSM result for the non-uniform ferromagnetic Ising model from the celebrated Lee-Yang circle theorem.