A GA perspective of the energy requirements for manipulators maneuvering in a workspace with obstacles

This paper proposes a genetic algorithm to generate trajectories for robotic manipulators. The objective is to minimize the ripple in the trajectory time evolution and to minimize the actuator energy requirements without colliding with any obstacles in the workspace. The article presents the results...

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Hauptverfasser: Solteiro Pires, E.J., Tenreiro Machado, J.A.
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creator Solteiro Pires, E.J.
Tenreiro Machado, J.A.
description This paper proposes a genetic algorithm to generate trajectories for robotic manipulators. The objective is to minimize the ripple in the trajectory time evolution and to minimize the actuator energy requirements without colliding with any obstacles in the workspace. The article presents the results for several redundant and hyper-redundant manipulators.
doi_str_mv 10.1109/CEC.2000.870771
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Actuators
Genetic algorithms
Kinematics
Manipulators
Motion planning
Path planning
Process planning
Robots
Torque
Trajectory
title A GA perspective of the energy requirements for manipulators maneuvering in a workspace with obstacles
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