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Motion Planning for a Robot Arm by Using Genetic Algorithm

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5.0 | 2 ratings Rate this file 15 Downloads (last 30 days) File Size: 1.3 MB File ID: #23289 Version: 1.0

Motion Planning for a Robot Arm by Using Genetic Algorithm

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genetic algorithm is used to optimize the trajectory planning for robot arm.

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This code proposes genetic algorithm (GA) to optimize the point-to-point trajectory planning for a 3-link (redundant) robot
arm. The objective function for the proposed GA is to minimizing traveling time and space, while not exceeding a maximum
pre-defined torque, without collision with any obstacle in the robot workspace. Quadrinomial and quintic polynomials are
used to describe the segments that connect initial, intermediate, and final point at joint-space. Direct kinematics has been used
for avoiding the singular configurations of the robot arm. To watch the paper which code made for it, follow this link.
http://jjmie.hu.edu.jo/files/JJMIE-V2-N3-press/2(16-21).pdf
 

MATLAB release MATLAB 7 (R14)
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22 Aug 2016 li

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25 Dec 2013 Ahmed

Ahmed (view profile)

 

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