POD-based error control for reduced-order bicriterial PDE-constrained optimization
POD-based error control for reduced-order bicriterial PDE-constrained optimization
No Thumbnail Available
Files
There are no files associated with this item.
Date
2017
Editors
Journal ISSN
Electronic ISSN
ISBN
Bibliographical data
Publisher
Series
DOI (citable link)
International patent number
Link to the license
oops
EU project number
Project
Open Access publication
Collections
Title in another language
Publication type
Journal article
Publication status
Published
Published in
Annual Reviews in Control ; 44 (2017). - pp. 226-237. - ISSN 1367-5788. - eISSN 1872-9088
Abstract
In the present paper, a bicriterial optimal control problem governed by an abstract evolution problem and bilateral control constraints is considered. To compute Pareto optimal points and the Pareto front numerically, the (Euclidean) reference point method is applied, where many scalar constrained optimization problems have to be solved. For this reason a reduced-order approach based on proper orthogonal decomposition (POD) is utilized. An a-posteriori error analysis ensures a desired accuracy for the Pareto optimal points and for the Pareto front computed by the POD method. Numerical experiments for evolution problems with convection-diffusion illustrate the efficiency of the presented approach.
Summary in another language
Subject (DDC)
510 Mathematics
Keywords
Conference
Review
undefined / . - undefined, undefined. - (undefined; undefined)
Cite This
ISO 690
BANHOLZER, Stefan, Dennis BEERMANN, Stefan VOLKWEIN, 2017. POD-based error control for reduced-order bicriterial PDE-constrained optimization. In: Annual Reviews in Control. 44, pp. 226-237. ISSN 1367-5788. eISSN 1872-9088. Available under: doi: 10.1016/j.arcontrol.2017.09.004BibTex
@article{Banholzer2017PODba-37360.2, year={2017}, doi={10.1016/j.arcontrol.2017.09.004}, title={POD-based error control for reduced-order bicriterial PDE-constrained optimization}, volume={44}, issn={1367-5788}, journal={Annual Reviews in Control}, pages={226--237}, author={Banholzer, Stefan and Beermann, Dennis and Volkwein, Stefan} }
RDF
<rdf:RDF xmlns:dcterms="http://purl.org/dc/terms/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:void="http://rdfs.org/ns/void#" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/37360.2"> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2017-12-13T10:02:30Z</dcterms:available> <dc:contributor>Volkwein, Stefan</dc:contributor> <dcterms:issued>2017</dcterms:issued> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dc:creator>Beermann, Dennis</dc:creator> <dc:contributor>Beermann, Dennis</dc:contributor> <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/37360.2"/> <dc:contributor>Banholzer, Stefan</dc:contributor> <dc:creator>Banholzer, Stefan</dc:creator> <dcterms:title>POD-based error control for reduced-order bicriterial PDE-constrained optimization</dcterms:title> <foaf:homepage rdf:resource="http://localhost:8080/"/> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/39"/> <dcterms:abstract xml:lang="eng">In the present paper, a bicriterial optimal control problem governed by an abstract evolution problem and bilateral control constraints is considered. To compute Pareto optimal points and the Pareto front numerically, the (Euclidean) reference point method is applied, where many scalar constrained optimization problems have to be solved. For this reason a reduced-order approach based on proper orthogonal decomposition (POD) is utilized. An a-posteriori error analysis ensures a desired accuracy for the Pareto optimal points and for the Pareto front computed by the POD method. Numerical experiments for evolution problems with convection-diffusion illustrate the efficiency of the presented approach.</dcterms:abstract> <dc:creator>Volkwein, Stefan</dc:creator> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/39"/> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2017-12-13T10:02:30Z</dc:date> <dc:language>eng</dc:language> </rdf:Description> </rdf:RDF>
Internal note
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Examination date of dissertation
Method of financing
Comment on publication
Alliance license
Corresponding Authors der Uni Konstanz vorhanden
International Co-Authors
Bibliography of Konstanz
Yes