Evolutionary identification algorithm for Hammerstein system and its convergence analysis

A evolutionary identification algorithm RLS-PSO is introduced to the Hammerstein system, the details of calculation are shown. A numerical example is proposed to show the rationality and effectiveness of this algorithm. The convergence performance is also analyzed in this paper, it is proved that the algorithm can converge with a large N.