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pub
ians-anm
mu-PDE-beta-greedy
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05a68a8f
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05a68a8f
authored
3 weeks ago
by
haasdonk
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@@ -12,14 +12,53 @@ The preprint has been submitted to the ACOM topical article collection.
## Installation
The code has been tested with MATLAB R2024b. No particular installation steps are required.
Just pull the repository, start matlab and change to the directory of the repository.
The code has been tested with MATLAB and the following toolboxes.
under the following version:
MATLAB Version: 24.2.0.2863752 (R2024b) Update 5
-----------------------------------------------------------------------------------------------------
MATLAB Version 24.2 (R2024b)
Control System Toolbox Version 24.2 (R2024b)
Deep Learning Toolbox Version 24.2 (R2024b)
Image Processing Toolbox Version 24.2 (R2024b)
Optimization Toolbox Version 24.2 (R2024b)
Partial Differential Equation Toolbox Version 24.2 (R2024b)
Robust Control Toolbox Version 24.2 (R2024b)
Statistics and Machine Learning Toolbox Version 24.2 (R2024b)
Symbolic Math Toolbox Version 24.2 (R2024b)
So make sure to have a MATLAB environment of at least these versions and with those
toolboxes.
If you are only interested in reproducing the plots, no further installation steps
are required, Just pull the repository to some local directory.
If you also want to reproduce the comparison to FEM solution, the
package RBmatlab is required.
This is available at www.morepas.org/software/rbmatlab
in version release_1_16_09
Follow the download and installation steps of that package, especially
adjusting your MATLAB startup file startup.m
to include some paths.
Further no particular installation steps are required.
## Usage
Detailed instructions for preproducing the results will be provided:
Start MATLAB, change to the directory of this repository and
execute the single file mu_PDE_greedy_examples.m and follow the instructions given
in the MATLAB console for stepping through the single sections.
...to be added...
This will generate all plots of the paper as PNG files and generate the table 1 as
output in the MATLAB console.
Caution, due to the parameter selection and training of multiple models, the compuation
time can be long, e.g. 1 hour for the high-dimensional example, or 3 hours for
generating the complete table.
More refined usage, i.e. executing single steps, etc. is explained in
the header of the mu_PDE_greedy_examples.m file.
## Support
...
...
@@ -32,4 +71,4 @@ current repository.
## Project status
...to be added...
Initial version
\ No newline at end of file
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