H2-optimal model reduction of MIMO systems

被引:105
|
作者
Van Dooren, P. [1 ]
Gallivan, K. A. [2 ]
Absil, R-A. [1 ]
机构
[1] Univ Catholique Louvain, CESAME, B-1348 Louvain, Belgium
[2] Florida State Univ, Sch Computat Sci, Tallahassee, FL 32306 USA
基金
美国国家科学基金会;
关键词
Multivariable systems; Model reduction; Optimal H-2 approximation; Tangential interpolation;
D O I
10.1016/j.aml.2007.09.015
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider the problem of approximating a p x m rational transfer function H(s) of high degree by another p x m rational transfer function (H) over cap (s) of much smaller degree. We derive the gradients of the H-2-norm of the approximation error and show how stationary points can be described via tangential interpolation. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1267 / 1273
页数:7
相关论文
共 50 条
  • [1] An Approach for Globalized H2-Optimal Model Reduction
    Castagnotto, Alessandro
    Hu, Siyang
    Lohmann, Boris
    [J]. IFAC PAPERSONLINE, 2018, 51 (02): : 196 - 201
  • [2] A new framework for H2-optimal model reduction
    Castagnotto, Alessandro
    Lohmann, Boris
    [J]. MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 2018, 24 (03) : 236 - 257
  • [3] PRECONDITIONED MULTISHIFT BiCG FOR H2-OPTIMAL MODEL REDUCTION
    Ahmad, Mian Ilyas
    Szyld, Daniel B.
    van Gijzen, Martin B.
    [J]. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2017, 38 (02) : 401 - 424
  • [4] Time-limited H2-optimal model order reduction
    Goyal, Pawan
    Redmann, Martin
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2019, 355 : 184 - 197
  • [5] H2-OPTIMAL MODEL REDUCTION WITH HIGHER-ORDER POLES
    Van Dooren, Paul
    Gallivan, Kyle A.
    Absil, P. -A.
    [J]. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2010, 31 (05) : 2738 - 2753
  • [6] A New Riemannian Framework for Efficient H2-Optimal Model Reduction of Port-Hamiltonian Systems
    Moser, Tim
    Lohmann, Boris
    [J]. 2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2020, : 5043 - 5049
  • [7] H2-OPTIMAL MODEL REDUCTION USING PROJECTED NONLINEAR LEAST SQUARES
    Hokanson, Jeffrey M.
    Magruder, Caleb C.
    [J]. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2020, 42 (06): : A4017 - A4045
  • [8] Sensitivity reduction to the effect of object model uncertainty for an H2-optimal system
    A. P. Klimov
    O. A. Remizova
    I. V. Rudakova
    A. L. Fokin
    [J]. Journal of Computer and Systems Sciences International, 2010, 49 : 366 - 371
  • [9] Time- and frequency-limited H2-optimal model order reduction of bilinear control systems
    Zulfiqar, Umair
    Sreeram, Victor
    Ilyas Ahmad, Mian
    Du, Xin
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2021, 52 (10) : 1953 - 1973
  • [10] On frequency- and time-limited H2-optimal model order reduction
    Zulfiqar, Umair
    Du, Xin
    Song, Qiu-Yan
    Sreeram, Victor
    [J]. AUTOMATICA, 2023, 153