algorithm-synthesis

https://github.com/carstenscherer/algorithm-synthesis

Science Score: 57.0%

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CITATION.cff file
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Low similarity (6.3%) to scientific vocabulary

Last synced: 10 months ago · JSON representation ·

Repository

Basic Info

Host: GitHub
Owner: CarstenScherer
License: mit
Language: MATLAB
Default Branch: main
Homepage: https://zenodo.org/badge/latestdoi/691960972
Size: 57.6 KB

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Created almost 3 years ago · Last pushed over 2 years ago

Metadata Files

Readme License Citation

Optimization Algorithm Synthesis

This is a collection of m-files for the design of optimization algorithms and extremum controllers.

The related theory is described in the paper

C.W. Scherer, Ch. Ebenbauer, T. Holicki, Optimization Algorithm Synthesis based on Integral Quadratic Constraints: A Tutorial, 62nd IEEE Conference on Decision and Control.

An extended version of this paper is also available on arXiv.

List of files to be available in the current Matlab path

Files to generate results in paper

Demorates: Generates Fig. 7\ Demoalgos: Generates Figs. 8-10

Main files for synthesis

syzf.m\ syzfb.m\ syzfco.m

Auxiliary file for simulation of algorithm

algsim.m

General auxiliary files

jordanb.m\ rhotrafo.m\ sym2fun.m

Toolboxes required to run the code

Control System Toolbox\ Robust Control Toolbox\ Yalmip

Acknowledgements of funding

Funded by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany's Excellence Strategy - EXC 2075 – 390740016. We acknowledge the support by the Stuttgart Center for Simulation Science (SimTech).

Owner

Name: Carsten W. Scherer
Login: CarstenScherer
Kind: user

Repositories: 1
Profile: https://github.com/CarstenScherer

Citation (CITATION.cff)

odcff-version: 1.1.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Scherer   
    given-names: Carsten W.
    orcid: "https://https://orcid.org/0000-0001-8856-2697"
title: "CarstenScherer/Algorithm-Synthesis"
version: v2
doi: https://zenodo.org/badge/latestdoi/691960972
date-released: 2023-09-15

ecosyste.ms

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