Distributed/Parallel Genetic Algorithm for Road Traffic Network Division using Step Parallelization

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F15%3A43925823" target="_blank" >RIV/49777513:23520/15:43925823 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/ECBS-EERC.2015.19" target="_blank" >http://dx.doi.org/10.1109/ECBS-EERC.2015.19</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ECBS-EERC.2015.19" target="_blank" >10.1109/ECBS-EERC.2015.19</a>

Result language
angličtina
Original language name
Distributed/Parallel Genetic Algorithm for Road Traffic Network Division using Step Parallelization
Original language description
In this paper, we present the step parallelization of a dividing genetic algorithm (DGA) for the parallel, distributed, and distributed/parallel computing environments. The DGA is employed in a method for road traffic network division, which we developed. The step parallelization, which performs all steps of the genetic algorithm at least partially concurrently, is an alternative to the commonly used island model for the parallelization of genetic algorithms. All three non-sequential executions of the DGA were thoroughly tested and compared to the sequential DGA. The results are also part of the paper.
Czech name
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Czech description
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Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2015 4th Eastern European Regional Conference on the Engineering of Computer Based Systems
ISBN
978-1-4673-7967-0
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
67-74
Publisher name
IEEE
Place of publication
Piscataway
Event location
Brno
Event date
Aug 27, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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