A semi-implicit solution method is developed for the fast magnetization analysis using the assembled domain structure model. The implicit time-marching scheme is simplified to avoid the inversion of dense Jacobian matrix separating the demagnetizing field into near and far components. The proposed approach achieves the reduction of computational cost by 99%.