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Description

This benchmark models a chemical reaction by a convection-reaction partial differential equation. More details can be found in [1], [2], [3] and [4], [5].


Origin

This benchmark is part of the SLICOT Benchmark Examples for Model Reduction[5].


Data

The system matrices A, B, C are available from the SLICOT benchmarks page: pde.zip and are stored as MATLAB .mat file.


Dimensions

System structure:

x˙(t)=Ax(t)+Bu(t)y(t)=Cx(t)

System dimensions:

A84×84, B84×1, C1×84.


Citation

To cite this benchmark, use the following references:

  • For the benchmark itself and its data:
Niconet e.V., SLICOT - Subroutine Library in Systems and Control Theory, http://www.slicot.org
@MANUAL{slicot_pde,
 title =        {{SLICOT} - Subroutine Library in Systems and Control Theory},
 organization = {Niconet e.V.},
 address =      {\url{http://www.slicot.org}},
 key =          {SLICOT}
}
  • For the background on the benchmark:
@ARTICLE{Saa88,
 author =       {Y. Saad},
 title =        {Projection and deflation method for partial pole assignment in linear state feedback},
 journal =      {IEEE Transactions on Automatic Control},
 volume =       {33},
 number =       {3},
 pages =        {290--297},
 year =         {1988},
 doi =          {10.1109/9.406}
}

References

  1. P. Raschman, M. Kuhicek, M. Maros. Waves in distributed chemical systems: Experiments and computations. In: New Approaches to Nonlinear Problems in Dynamics - Proceedings of the Asilomar Conference Ground: 271--288, SIAM, 1980.
  2. Y. Saad. Projection and deflation method for partial pole assignment in linear state feedback, IEEE Transactions on Automatic Control, 33(3): 290--297, 1988.
  3. E.J. Grimme. Krylov Projection Methods for Model Reduction. PhD Thesis, University of Illinois at Urbana-Champaign, 1998.
  4. Y. Chahlaoui, P. Van Dooren, A collection of Benchmark examples for model reduction of linear time invariant dynamical systems, Working Note 2002-2: 2002.
  5. 5.0 5.1 Y. Chahlaoui, P. Van Dooren, Benchmark Examples for Model Reduction of Linear Time-Invariant Dynamical Systems, Dimension Reduction of Large-Scale Systems, Lecture Notes in Computational Science and Engineering, vol 45: 379--392, 2005.