Mathematical methods of predicting determining factors characteristics of composites based on generalized durability models

The possibility of creating effective methods for predicting the defining characteristics of composites in refined variational formulations has been investigated. The methodology being developed is based on methods related to the theoretical justification of the admissibility of schemes for narrowin...

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Main Authors: Gusev Evgeny, Bakulin Vladimir
Format: Article
Language:English
Published: EDP Sciences 2022-01-01
Series:MATEC Web of Conferences
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2022/09/matecconf_cmmass2021_01008.pdf
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author Gusev Evgeny
Bakulin Vladimir
author_facet Gusev Evgeny
Bakulin Vladimir
author_sort Gusev Evgeny
collection DOAJ
description The possibility of creating effective methods for predicting the defining characteristics of composites in refined variational formulations has been investigated. The methodology being developed is based on methods related to the theoretical justification of the admissibility of schemes for narrowing the set of acceptable options, in which the desired globally optimal solution continues to be found on the resulting set of smaller dimensions. Comparative computational experiments were carried out on the basis of the developed methods based on the application of necessary and sufficient extremum conditions. The conducted computational experiments have shown the effectiveness of the developed approach associated with the gradual complication of forecasting models and the corresponding sequential refinement of the optimal parameters of the model.
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spelling doaj.art-0918253bfda64986bc48ddb51987105a2022-12-22T03:21:42ZengEDP SciencesMATEC Web of Conferences2261-236X2022-01-013620100810.1051/matecconf/202236201008matecconf_cmmass2021_01008Mathematical methods of predicting determining factors characteristics of composites based on generalized durability modelsGusev Evgeny0Bakulin Vladimir1Institute of the problems to Oils and Gas of Research Scientific Center “Yakut Scientific Center of the Siberian Branch RAS”Institute of Applied Mechanics of Russian Academy of SciencesThe possibility of creating effective methods for predicting the defining characteristics of composites in refined variational formulations has been investigated. The methodology being developed is based on methods related to the theoretical justification of the admissibility of schemes for narrowing the set of acceptable options, in which the desired globally optimal solution continues to be found on the resulting set of smaller dimensions. Comparative computational experiments were carried out on the basis of the developed methods based on the application of necessary and sufficient extremum conditions. The conducted computational experiments have shown the effectiveness of the developed approach associated with the gradual complication of forecasting models and the corresponding sequential refinement of the optimal parameters of the model.https://www.matec-conferences.org/articles/matecconf/pdf/2022/09/matecconf_cmmass2021_01008.pdf
spellingShingle Gusev Evgeny
Bakulin Vladimir
Mathematical methods of predicting determining factors characteristics of composites based on generalized durability models
MATEC Web of Conferences
title Mathematical methods of predicting determining factors characteristics of composites based on generalized durability models
title_full Mathematical methods of predicting determining factors characteristics of composites based on generalized durability models
title_fullStr Mathematical methods of predicting determining factors characteristics of composites based on generalized durability models
title_full_unstemmed Mathematical methods of predicting determining factors characteristics of composites based on generalized durability models
title_short Mathematical methods of predicting determining factors characteristics of composites based on generalized durability models
title_sort mathematical methods of predicting determining factors characteristics of composites based on generalized durability models
url https://www.matec-conferences.org/articles/matecconf/pdf/2022/09/matecconf_cmmass2021_01008.pdf
work_keys_str_mv AT gusevevgeny mathematicalmethodsofpredictingdeterminingfactorscharacteristicsofcompositesbasedongeneralizeddurabilitymodels
AT bakulinvladimir mathematicalmethodsofpredictingdeterminingfactorscharacteristicsofcompositesbasedongeneralizeddurabilitymodels