Soft computing methods in concrete mix performance approximation and optimization
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F12%3A00198132" target="_blank" >RIV/68407700:21110/12:00198132 - isvavai.cz</a>
Result on the web
<a href="http://klobouk.fsv.cvut.cz/~leps/publications/pdf/habilitation.pdf" target="_blank" >http://klobouk.fsv.cvut.cz/~leps/publications/pdf/habilitation.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Soft computing methods in concrete mix performance approximation and optimization
Original language description
The aim of this work is to show possible applications of soft computing tools within one specific problem of a material design domain. Since the main emphasis of the presented work is placed on soft computing methods, the phenomenon of hydrating cement is only sketched. The objectives are concentrated at an approximation and optimization of hydration heat by soft computing techniques, taking into account chemical and physical cement composition and boundary conditions. The works starts with the Design of Experiments (DoE) for sampling-based sensitivity analysis to investigate the influence of individual components and processes during concrete hydration. The identification of important models' parameters from obtained experimental data is briefly summarized. Then, the combination of approximation techniques, so-called Kriging metamodel combined with the Genetic Programming algorithm aims at prediction of hydration heat solely from experimental data sets. The Kriging method gives good p
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
JN - Civil engineering
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GP103%2F07%2FP554" target="_blank" >GP103/07/P554: Multi-objective optimization of concrete mixture design based on computer simulation</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů