The stability, instability, and bifurcation behaviour of the equilibrium position of a double pendulum with a follower force loading and elastic end supports is studied. Attention is focussed on the behaviour of the system in the vicinity of a compound critical point characterized by a simple zero and a pair of pure imaginary eigenvalues of the Jacobian, where the interaction between static and dynamic bifurcation occur, and may leads to two-dimensional Tori. The static and dynamic bifurcations as well as the quasi-periodic motion resulting from the interaction of the bifurcation modes are analysed using the Intrinsic Multiple Time-Scale Harmonic Balancing (IMSHB) technique. Divergence boundary, dynamic bifurcation boundary, secondary bifurcations, and invariant tori are determined. Finally numerical simulation is also applied to verify the analytical results obtained.