Study on Optimal Setup of the ANN-Aided Aimed Multilevel Sampling Optimization Method
| but.event.date | 25.01.2024 | cs |
| but.event.title | Juniorstav 2024 | cs |
| dc.contributor.author | Šplíchal, Bohumil | |
| dc.contributor.author | Lehký, David | |
| dc.date.accessioned | 2024-05-07T08:53:22Z | |
| dc.date.available | 2024-05-07T08:53:22Z | |
| dc.date.issued | 2024-05-07 | cs |
| dc.description.abstract | This paper deals with the application of Aimed multilevel sampling metaheuristic optimization method supported by an artificial neural network. The main aim is to study the optimal parameter settings of this method for damage identification on a two-span steel truss using a limited number of simulations. The convergence rate is tested as a function of the number of simulations and the choice of the parameter that controls the resizing of the design space. The results are summarized and discussed with respect to their practical applicability in bridge damage identification using structural health monitoring data. | en |
| dc.format | text | cs |
| dc.format.extent | 1-7 | cs |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | Juniorstav 2024: Proceedings 26th International Scientific Conference Of Civil Engineering, s. 1-7. ISBN 978-80-86433-83-7. | cs |
| dc.identifier.doi | 10.13164/juniorstav.2024.24033 | en |
| dc.identifier.isbn | 978-80-86433-83-7 | |
| dc.identifier.uri | https://hdl.handle.net/11012/245429 | |
| dc.language.iso | en | cs |
| dc.publisher | Vysoké učení technické v Brně,Fakulta stavební | cs |
| dc.relation.ispartof | Juniorstav 2024: Proceedings 26th International Scientific Conference Of Civil Engineering | cs |
| dc.relation.uri | https://juniorstav.fce.vutbr.cz/proceedings2024/ | |
| dc.rights | © Vysoké učení technické v Brně,Fakulta stavební | cs |
| dc.rights.access | openAccess | en |
| dc.subject | Aimed multilevel sampling | en |
| dc.subject | artificial neural network | en |
| dc.subject | damage identification | en |
| dc.subject | model updating | en |
| dc.title | Study on Optimal Setup of the ANN-Aided Aimed Multilevel Sampling Optimization Method | en |
| dc.type.driver | conferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
| eprints.affiliatedInstitution.department | Fakulta stavební | cs |
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