This dissertation makes contributions in three areas: local equilibrium controllability analysis for multibody systems controlled via shape change, motion planning for multibody systems via shape change, and control of specific multibody systems using shape change. Equations of motion are formulated using the variational principle of Hamilton for two classes of multibody systems with symmetries: multibody systems with base body symmetry and multibody systems dependent on an advected parameter. Equilibrium manifolds and conserved quantities are investigated. Due to the presence of conserved quantities, the complete state of the multibody systems may not be controllable. Local configuration controllability and local equilibrium controllabi...