DocumentCode
1633992
Title
Solving the forward kinematics of the 3RPR planar parallel manipulator using a hybrid meta-heuristic paradigm
Author
Chandra, Rohitash ; Zhang, Mengjie ; Rolland, Luc
Author_Institution
Sch. of Eng. & Comput. Sci., Victoria Univ. of Wellington, Wellington, New Zealand
fYear
2009
Firstpage
177
Lastpage
182
Abstract
The forward kinematic of the 3-RPR parallel manipulator is solved using a hybrid meta-heuristic technique where the simulated annealing algorithm replaces the mutation operator in a genetic algorithm. The results from the hybrid meta-heuristic approach is compared with the standard simulated annealing and genetic algorithm. The results show that the simulated annealing algorithm outperforms genetic algorithm in terms of computation time and overall accuracy of the solution. The hybrid meta-heuristic search algorithm shows better performance than the standard genetic algorithm.
Keywords
genetic algorithms; manipulator kinematics; simulated annealing; 3RPR planar parallel manipulator; forward kinematics; genetic algorithm; hybrid metaheuristic paradigm; simulated annealing algorithm; Computational modeling; Energy states; Genetic algorithms; Genetic mutations; Kinematics; Manipulators; Newton method; Nonlinear equations; Simulated annealing; Temperature distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence in Robotics and Automation (CIRA), 2009 IEEE International Symposium on
Conference_Location
Daejeon
Print_ISBN
978-1-4244-4808-1
Electronic_ISBN
978-1-4244-4809-8
Type
conf
DOI
10.1109/CIRA.2009.5423213
Filename
5423213
Link To Document