Title :
A Subsection Algorithm for the Inverse Kinematics of the Manipulators based on the Simplex Method
Author :
Cai, Hua ; Li, Sheng ; Hu, Weili
Author_Institution :
Sch. of Autom., Nanjing Univ. of Sci. & Technol.
Abstract :
Aimed at the inverse kinematics problem of robot manipulators, this paper proposed a subsection algorithm based on the simplex method. Firstly, the simplex method is explained detailedly, in this paper, and then, aimed at a manipulator with 6 degree-of freedom, a subsection algorithm based on the simplex method is proposed. The proposed algorithm doesn´t need to calculate the first derivative of the objective function when calculating the searching direction and step length. After limit iterations, the angle vector can converge to the solution of problem in large range. Finally, aimed at an inverse kinematics problem of a manipulator with 6 degree-of-freedom, some simulation is given under the proposed algorithm, and the effectiveness, high precision and the speediness of this algorithm are shown through comparing to the classical simplex method and the conjugate gradient method
Keywords :
conjugate gradient methods; manipulator kinematics; mathematical programming; angle vector; conjugate gradient method; inverse manipulator kinematics; robot manipulators; simplex method; subsection algorithm; Convergence; Gradient methods; Iterative algorithms; Iterative methods; Kinematics; Manipulators; Neural networks; Radial basis function networks; Robot control; Robotics and automation;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.253807