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This paper proposes the Kalman particle swarm optimization algorithm (KPSO), which combines the Kalman filter and PSO. KPSO assumes that particle moves according to the Kalman filter. The comparison of optimization performance between KPSO and PSO to three widely used test functions shows that the optimization performance of KPSO is much better than that of PSO. The combination of KPSO and ANN is...
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