Automation of calibration process adopting metaheuristic optimization method
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26110%2F19%3APU134935" target="_blank" >RIV/00216305:26110/19:PU134935 - isvavai.cz</a>
Result on the web
<a href="http://webu3.vgtu.lt/uni/stf/mbmst/379-386_MBMST_142.pdf" target="_blank" >http://webu3.vgtu.lt/uni/stf/mbmst/379-386_MBMST_142.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3846/mbmst.2019.142" target="_blank" >10.3846/mbmst.2019.142</a>
Alternative languages
Result language
angličtina
Original language name
Automation of calibration process adopting metaheuristic optimization method
Original language description
Optimization procedures offer a possibility for time-effective determination of input parameters values for complex soil constitutive models. The following paper presents a combination of the metaheuristic Particle swarm optimization method (PSO) and commercially available solver based on the finite element method (FEM). After the brief theoretical description, different alternatives to the PSO method are reviewed and tested. An optimal alternative is chosen and further used. In the second part of the paper, the combination PSO – FEM is utilized for a fully automatic derivation of input parameters values for the Hardening small strain model from pressuremeter tests. Predicted pressurevolume curves from the axisymmetric FE model gradually converge towards the measured curve until the accuracy criterion is reached.
Czech name
—
Czech description
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Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
20101 - Civil engineering
Result continuities
Project
<a href="/en/project/LO1408" target="_blank" >LO1408: AdMaS UP – Advanced Building Materials, Structures and Technologies</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MODERN BUILDING MATERIALS, STRUCTURES AND TECHNIQUES MBMST 2019
ISBN
978-609-476-197-3
ISSN
2029-9915
e-ISSN
—
Number of pages
8
Pages from-to
379-386
Publisher name
VGTU Press
Place of publication
Vilnius
Event location
Vilnius
Event date
May 16, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000661870600055