R. Fotouhic et W. Szyszkowski, AN ALGORITHM FOR TIME-OPTIMAL CONTROL-PROBLEMS, Journal of dynamic systems, measurement, and control, 120(3), 1998, pp. 414-418
A numerical procedure to complete nonsingular, time-optimal solutions
for nonlinear systems, which have fired initial and final states, and
are linear and bounded in control, is presented. Using the Pontryagin'
s Minimum Principle, the corresponding nonlinear two-point boundary-va
lue problem is formulated and solved by combination of the forward-bac
kward and the shooting methods. The forward-backward procedure generat
es a good guess of the initial costates, which is crucial for the conv
ergence of the shooting method. Numerical example of a two-link manipu
lator illustrates the proposed approach and the convergence of the pro
cedure.