Title :
A Metaheuristic Controller for Cooperative Manipulators
Author :
Tzamtzi, Maria P. ; Koumboulis, Fotis N.
Author_Institution :
Halkis Inst. of Technol., Evia
Abstract :
The application of a metaheuristic search algorithm is proposed to determine the degrees of freedom of a linear state feedback control law, designed to achieve independent force and position control of multitask cooperating robotic manipulators. The determination of the appropriate values for the controller\´s degrees of freedom may be formulated as an optimization under constraints problem. The metaheuristic search algorithm provides an easy to implement and computationally efficient solution for this problem, which is complicated due to the large number of constraints, in addition to the highly nonlinear structure of the functions that determine the " squeezing forces".
Keywords :
force control; linear systems; manipulators; optimisation; position control; search problems; state feedback; cooperative manipulators; independent force control; linear state feedback control law; metaheuristic controller; metaheuristic search algorithm; multitask cooperating robotic manipulators; position control; squeezing forces; Automatic control; Constraint optimization; Control systems; Force control; Linear feedback control systems; Manipulators; Motion control; Position control; Robot kinematics; Robotics and automation;
Conference_Titel :
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location :
Patras
Print_ISBN :
978-0-7695-3015-4
DOI :
10.1109/ICTAI.2007.130