Combined State and Parameter Reduction

By Himpe Christian and Ohlberger Mario
Proceedings in Applied Mathematics and Mechanics (2014)

3 companion websites

Comparing (Empirical-Gramian-Based) Model Order Reduction Algorithms

Working Paper (2020)

Himpe Christian

Normal forms and invariant manifolds for nonlinear, non-autonomous PDEs, viewed as ODEs in infinite dimensions

Working Paper (2019)

Hochs Peter and Roberts A.J.

New integer-order approximations of discrete-time non-commensurate fractional-order systems using the cross Gramian

Advances in Computational Mathematics (2019)

Rydel Marek

On Empirical System Gramians

Proceedings in Applied Mathematics and Mechanics (2019)

Grundel Sara, Himpe Christian, and Saak Jens

Cross-Gramian-Based Dominant Subspaces

Advances in Computational Mathematics (2019)

Benner Peter and Himpe Christian

Model order reduction of commensurate linear discrete-time fractional-order systems

IFAC PapersOnLine (2018)

Rydel Marek, Stanisławski Rafał, Latawiec Krzysztof J., and Gałek Marcin

Modeling of fractional-order integrators and differentiators using Tustin-based approximations and model order reduction techniques

Working Paper (2017)

Rydel Marek, Stanisławski Rafał, Gałek Marcin, and Latawiec Krzysztof J.

Modeling of discrete-time fractional-order state space systems using the balanced truncation method

Journal of the Franklin Institute (2017)

Stanisławski Rafał, Rydel Marek, and Latawiec Krzysztof J.

A new frequency weighted Fourier-based method for model order reduction

Automatica (2018)

Rydel Marek and Stanisławski Rafał

Abstract

This work demonstrates combined state and parameter space reduction for large-scale control systems. Two methods for combined reduction are briefly introduced and tested on two different models for brain connectivity.

See paper

Suggested citation

Himpe C. and Ohlberger M. (2014) Combined State and Parameter Reduction. Proceedings in Applied Mathematics and Mechanics, 14, 825-826.

See paper