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Time-optimal trajectory planning based on improved adaptive genetic algorithm
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作者 孙农亮 王艳君 《Journal of Measurement Science and Instrumentation》 CAS 2012年第2期103-108,共6页
This paper investiga tes a trajectory planning algorithm to reduce the manipulator’s working time.A t ime-optimal trajectory planning(TOTP)is conducted based on improved ad aptive genetic algorithm(IAGA)and combined ... This paper investiga tes a trajectory planning algorithm to reduce the manipulator’s working time.A t ime-optimal trajectory planning(TOTP)is conducted based on improved ad aptive genetic algorithm(IAGA)and combined with cubic triangular Bezier spline(CTBS).The CTBS based trajectory planning we did before can achieve continuous second and third derivation,hence it meets the stability requirements of the m anipulator.The working time can be greatly reduced by applying IAGA to the puma 560 trajectory planning when considering physical constraints such as angular ve locity,angular acceleration and jerk.Simulation experiments in both Matlab and ADAMS illustrate that TOTP based on IAGA can give a time optimal result with sm oothness and stability. 展开更多
关键词 time-optimal trajectory planning(TOTP) improved adaptive genetic algorithm(IAGA) cubic triangular Bezier spline(CTBS)
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