Variational principles related to motions of an elastic plate floating on a water surface are discussed. Hamilton's principle related to motions of a plate and Kelvin's principle related to those of water are unified into Hamilton-Kelvin's principle. Hamilton-Kelvin's principle is then transformed into Hamilton-Dirichlet's principle. Some versions of the last principle are derived for applications to numerical calculations.