From Naive Mean Field Theory to the TAP Equations
2 We give a basic introduction to three diierent MF approaches which will be discussed on a more advanced level in other chapters of this book. We discuss the Variational, the Field Theoretic and the TAP approaches and their applications to a Boltzmann machine type of Ising model.