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In this paper, a new hybrid differential evolution algorithm is proposed, which combines the differential evolution (DE) algorithm and the back-propagation (BP) algorithm. This new hybrid algorithm is used to train an adaptive MIMO neural network (or AMNN) model for identifying the inverse kinematics of the industrial robot manipulator. Simulation results prove that the proposed identification process...
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