Title of article :
Model reduction using a frequency-limited -cost
Author/Authors :
Petersson، نويسنده , , Daniel and Lِfberg، نويسنده , , Johan، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2014
Abstract :
We propose a method for model reduction on a given frequency range, without the use of input and output filter weights. The method uses a nonlinear optimization approach to minimize a frequency limited H 2 like cost function. An important contribution of the paper is the derivation of the gradient of the proposed cost function. The fact that we have a closed form expression for the gradient and that considerations have been taken to make the gradient computationally efficient to compute enables us to efficiently use off-the-shelf optimization software to solve the optimization problem.
Keywords :
Model reduction , optimization , H 2 -norm
Journal title :
Systems and Control Letters
Journal title :
Systems and Control Letters