Performance comparison of evolutionary techniques enhanced by Lozi chaotic map in the task of reactor geometry optimization
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43871462" target="_blank" >RIV/70883521:28140/14:43871462 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.7148/2014-0371" target="_blank" >http://dx.doi.org/10.7148/2014-0371</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.7148/2014-0371" target="_blank" >10.7148/2014-0371</a>
Alternative languages
Result language
angličtina
Original language name
Performance comparison of evolutionary techniques enhanced by Lozi chaotic map in the task of reactor geometry optimization
Original language description
In this study the performance of two popular evolutionary computational techniques (particle swarm optimization and differential evolution) is compared in the task of batch reactor geometry optimization. Both algorithms are enhanced with chaotic pseudo-random number generator (CPRNG) based on Lozi chaotic map. It is depicted the course of the reactor processes dynamical parameters for the best obtained solutions for both algorithms and numerical values of cost functions are compared. The promising results are discussed.
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/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)</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
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
28th European Conference on Modelling and Simulation
ISBN
978-0-9564944-8-1
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
371-376
Publisher name
ECMS
Place of publication
Nottingham
Event location
Brescia
Event date
May 27, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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