On convergence of the cavity and Bolthausen's TAP iterations to the local magnetization

Wei-Kuo Chen, Si Tang

The cavity and TAP equations are high-dimensional systems of nonlinear equations of the local magnetization in the Sherrington-Kirkpatrick model. In the seminal work [Comm. Math. P…