Sk. Agrawal et al., OPTIMAL TRAJECTORIES OF OPEN-CHAIN ROBOT SYSTEMS - A NEW SOLUTION PROCEDURE WITHOUT LAGRANGE MULTIPLIERS, Journal of dynamic systems, measurement, and control, 120(1), 1998, pp. 134-136
For an n d.o.f. robot system, optimal trajectories using Lagrange mult
ipliers are characterized by 4n first-order nonlinear differential equ
ations with 4n boundary conditions at the two end time. Numerical solu
tion of such two-point boundary value problems with shooting technique
s is hard since Lagrange multipliers can not be guessed. In this paper
, a new procedure is proposed where the dynamic equations are embedded
into the cost functional. It is shown that the optimal solution satis
fies n fourth-order differential equations. Due to absence of Lagrange
multipliers, the two-point boundary-value problem can be solved effic
iently and accurately using classical weighted residual methods.