Simulation and Optimization of a Non-linear Dynamic Process Using Mathematica
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F16%3A86100482" target="_blank" >RIV/61989100:27740/16:86100482 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/16:86100482
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-27247-4_12" target="_blank" >http://dx.doi.org/10.1007/978-3-319-27247-4_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-27247-4_12" target="_blank" >10.1007/978-3-319-27247-4_12</a>
Alternative languages
Result language
angličtina
Original language name
Simulation and Optimization of a Non-linear Dynamic Process Using Mathematica
Original language description
Evolutionary algorithms (EAs) have proven to be a powerful and robust optimizing technique even for complex optimization problems. The main aim of this work is to show that such a powerful simulating and optimizing of a non-linear dynamic process. In this paper, the complex reaction sequence used to study various reaction kinetics by optimization the rate constants. Two algorithms from the field of artificial intelligent-Differential evolution (DE), Self-organizing migrating algorithm (SOMA) are used in this investigation. Two optimization techniques were developed using Mathematica for accurately determining the rate constants of the reaction at certain temperature from the experimental data. The results show that EAs are used successfully in the process optimization.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA15-06700S" target="_blank" >GA15-06700S: Unconventional Control of Complex Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
AETA 2015: RECENT ADVANCES IN ELECTRICAL ENGINEERING AND RELATED SCIENCES
ISBN
978-3-319-27247-4
ISSN
1876-1100
e-ISSN
—
Number of pages
10
Pages from-to
133-142
Publisher name
SPRINGER
Place of publication
NEW YORK
Event location
Ho Chi Minh City
Event date
Dec 9, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000377712300012