How to derive an expression for entropy in form of
$S = \ln \Omega$
from the form
$\displaystyle{S = - \sum_i \; p_i \ln p_i}$ ?
That is the last formula taken as a definition of entropy.
Just a reference will do. The backwards derivation (probably with some assumptions) is given in Landau and Lifshitz.