DescriptionWe study theoretically and numerically the dynamics of a one-dimensional ferromagnetic granular system. Corresponding to different types of potential in the chain, linear, weakly nonlinear and strongly nonlinear partial differential equations are derived respectively. The continuum limit is derived following the method used by Ishimori (1982). Specifically, we show that by giving initial dynamic force, a system endure anharmonic nearest neighbor interaction (NNI) and inverse power-law long range interaction (LRI) will generate nonlinear solitary waves. Both weakly and strongly nonlinear equations occupied unique properties. Furthermore, we find that the equations of motion varies with different values of the exponent parameter p in each case. Next, we focus on the discussion of the dipole-dipole interaction which corresponds to the ferromagnetic system. We show that though the main contribution to the solitary wave is the short range part, the long-range interaction effect the shape of the solitary wave as well as its propagation velocity.