Title of article :
Order reduction of bilinear MIMO dynamical systems using new block
Krylov subspaces
Author/Authors :
Yiqin Lin، نويسنده , , Liang Baob، نويسنده , , Yimin Weic، نويسنده , , d، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2009
Abstract :
In this paper we study numerical methods for the model-order reduction of large-scale
bilinear multi-input multi-output systems. A new projection method is proposed. The
projection subspace is the union of some new block Krylov subspaces. We show that the
reduced-order bilinear system constructed by the new method can match a desired number
of moments of multivariable transfer functions corresponding to the kernels of Volterra
series representation of the original system. Some numerical examples are presented to
illustrate the effectiveness of the proposed method.
Keywords :
Bilinear system , Order-reduced modeling , Moment matching , Projection method , Block Krylov subspace
Journal title :
Computers and Mathematics with Applications
Journal title :
Computers and Mathematics with Applications