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Difference between revisions of "Random"

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[[Category:Sparse]]
 
[[Category:Sparse]]
 
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{{Infobox
  +
|Title = Random
  +
|Benchmark ID = random_n200m1q1
  +
|Category = slicot
  +
|System-Class = LTI-FOS
  +
|nstates = 200
  +
|ninputs = 1
  +
|noutputs = 1
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|nparameters = 0
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|components = A, B, C
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|License = NA
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|Creator = [[User:Himpe]]
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|Editor =
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* [[User:Himpe]]
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|Zenodo-link = NA
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}}
   
 
==Description: Random Example==
 
==Description: Random Example==

Latest revision as of 11:39, 30 November 2023


Random
Background
Benchmark ID

random_n200m1q1

Category

slicot

System-Class

LTI-FOS

Parameters
nstates
200
ninputs

1

noutputs

1

nparameters

0

components

A, B, C

Copyright
License

NA

Creator

Christian Himpe

Editor
Location

NA


Description: Random Example

This benchmark models is a randomly generated system. More details can be found in [1] and [2], [3].


Origin

This benchmark is part of the SLICOT Benchmark Examples for Model Reduction[3].


Data

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


Dimensions

System structure:


\begin{array}{rcl}
\dot{x}(t) &=& Ax(t) + Bu(t) \\
y(t) &=& Cx(t)
\end{array}

System dimensions:

A \in \mathbb{R}^{200 \times 200}, B \in \mathbb{R}^{200 \times 1}, C \in \mathbb{R}^{1 \times 200}.


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_rand,
 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:
@MASTERSTHESIS{DeC97,
 author =       {V. De Clippel},
 title =        {Mod\`eles R\'eduits de Grands Syst\`emes Dynamiques},
 school =       {Universit\'e Catholique de Louvain},
 year =         {1997}
}

References

  1. V. De Clippel. Modeles Reduits de Grands Systemes Dynamiques. Universite catholique de Louvain, 1997.
  2. Y. Chahlaoui, P. Van Dooren, A collection of Benchmark examples for model reduction of linear time invariant dynamical systems, Working Note 2002-2: 2002.
  3. 3.0 3.1 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.