A Practical Methodology for Comparison of Evolutionary Optimization Algorithms
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F09%3A00160636" target="_blank" >RIV/68407700:21110/09:00160636 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A Practical Methodology for Comparison of Evolutionary Optimization Algorithms
Original language description
A lot of work has been done in recent years on the comparison of numerical optimization algorithms. However, almost all available contributions are aimed at "scientific" comparison. A practical usage of proposed methodologies as well as meaningful explanation of their results is rather limited. Therefore, a humble goal of our work is to limit an attention only to practical parts of already known approaches. Our proposed methodology stores the whole "performance" curve (also called progress plot). Sincealmost all optimization algorithms are stochastic, e.g. thanks to a random starting point, one hundred performance curves are obtained for each optimization algorithm for the sake of statistical meaningfulness. To show the applicability of the proposed methodology, the suite of three sizing structural optimization benchmarks are investigated.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
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
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the First International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering
ISBN
978-1-905088-34-8
ISSN
1759-3433
e-ISSN
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Number of pages
13
Pages from-to
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Publisher name
Civil-Comp Press Ltd
Place of publication
Stirling
Event location
Funchal
Event date
Sep 1, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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