Generalized Solution of Inverse Problem for Ising Connection Matrix on <i>d</i>-Dimensional Hypercubic Lattice

Abstract

We analyze a connection matrix of a d-dimensional Ising system and solve the inverse problem, restoring the constants of interaction between spins, based on the known spectrum of its eigenvalues. When the boundary conditions are periodic, we can account for interactions between spins that are arbitrarily far. In the case of the free boundary conditions, we have to restrict ourselves with interactions between the given spin and the spins of the first d coordination spheres.

Keywords

• Ising connection matrix
• eigenvalues
• Kronecker product
• inverse problem