Visual Data-Flow Framework of Evolutionary Computation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F15%3A00232800" target="_blank" >RIV/68407700:21230/15:00232800 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1145/2811411.2811517" target="_blank" >http://dx.doi.org/10.1145/2811411.2811517</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/2811411.2811517" target="_blank" >10.1145/2811411.2811517</a>
Alternative languages
Result language
angličtina
Original language name
Visual Data-Flow Framework of Evolutionary Computation
Original language description
Visual representation of information, allowing to quickly communicate and share ideas, forms an important part of scientific and engineering progress, with applications varying from physics to software design. Engineers naturally utilize graphs and flowcharts to clarify concepts and prototype their applications. Traditionally, wide variety of engineering applications from civil to control engineering can be formulated in the form of an optimization problem. For some of the most challenging optimizationproblems, evolutionary algorithms and other population based iterative optimizers were proven useful in finding high quality solutions. In this paper we present a new data-flow framework to integrate these two worlds of visual representation and engineering optimization - textit{VisualEA} - a Matlab Simulink library for visual programming of evolutionary optimizers under the paradigm of dynamic systems, and demonstrate its potential on selected engineering applications.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
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
Proceeding of the 2015 Research in Adaptive and Convergent Systems (RACS 2015)
ISBN
978-1-4503-3738-0
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
343-348
Publisher name
ACM
Place of publication
New York
Event location
Prague
Event date
Oct 9, 2015
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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