Validation of Genetic Programming Tool for the Inverse Analysis of Moisture Transport in Building Materials
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F15%3A00231307" target="_blank" >RIV/68407700:21110/15:00231307 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.4028/www.scientific.net/AMR.1126.75" target="_blank" >http://dx.doi.org/10.4028/www.scientific.net/AMR.1126.75</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4028/www.scientific.net/AMR.1126.75" target="_blank" >10.4028/www.scientific.net/AMR.1126.75</a>
Alternative languages
Result language
angličtina
Original language name
Validation of Genetic Programming Tool for the Inverse Analysis of Moisture Transport in Building Materials
Original language description
This paper offers a comparison of two different approaches aimed at the identification of moisture diffusivity of porous building materials as a function of moisture content. The approaches are represented by a traditional deterministic approach using the Boltzmann-Matano method and novel stochastic approach by genetic programming. The results of the comparative analysis show that genetic programming may be used as an alternative to the traditional approaches. On the basis of the very good agreement between experimental data and optimized output of genetic programming, the validation of the genetic programming method may be considered as successful.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JN - Civil engineering
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GBP105%2F12%2FG059" target="_blank" >GBP105/12/G059: Cumulative time dependent processes in building materials and structures</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Thermophysics and Mass Transfer in Materials Science and Construction
ISBN
978-3-03835-630-1
ISSN
1662-8985
e-ISSN
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Number of pages
6
Pages from-to
75-80
Publisher name
Trans Tech Publications Inc.
Place of publication
Uetikon-Zurich
Event location
Terchová
Event date
Oct 14, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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