Optimal point-to-point trajectory planning for planar redundant manipulator is considered in this study.The main Pharmaceutical Accessories objective is to minimize the sum of the position error of the end-effector at each intermediate point along the trajectory so that the end-effector can track the prescribed trajectory accurately.An algorithm combining Genetic Algorithm and Pattern Search as a Generalized Pattern Search GPS is introduced to design the optimal trajectory.To verify the proposed algorithm, simulations for a 3-D-O-F planar manipulator with Coveralls different end-effector trajectories have been carried out.
A comparison between the Genetic Algorithm and the Generalized Pattern Search shows that The GPS gives excellent tracking performance.