The nonlinear properties of dust acoustic solitary waves in unmagnetized dust plasma consisting of negative charged dust particles , Boltzmann distributed electrons and non-thermal distributed ions with variable dust charge are investigated. By using the reductive perturbation theory, a Korteweg-de Veries (KdV) equation is derived. The Sagdeev's potential are obtained in terms of ion acoustic velocity by using the auto-Bäcklund (BT) transformation, the modifiedǴ G expansion, the sine-cosine expansion method, the sinh-coshine expansion method, and the sech-tanh expansion method describing the nonlinear propagation of ion-acoustic solitary waves in unmagnetized dust plasma.