Gibbs entropy ($S=-k_B{\sum }_n{p}_n\log p_n$)

For a discrete probability distribution over microstates, the Gibbs entropy is

Maximizing the Gibbs entropy under normalization alone gives a uniform distribution. Adding a fixed mean-energy constraint gives the Boltzmann distribution $p_n=Z^{-1}{e}^{-\beta E_n}$.