Parallelization Possibilities of a Genetic Algorithm for Road Traffic Network Division for Distributed/Parallel Environment
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F14%3A43923000" target="_blank" >RIV/49777513:23520/14:43923000 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/DS-RT.2014.33" target="_blank" >http://dx.doi.org/10.1109/DS-RT.2014.33</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/DS-RT.2014.33" target="_blank" >10.1109/DS-RT.2014.33</a>
Alternative languages
Result language
angličtina
Original language name
Parallelization Possibilities of a Genetic Algorithm for Road Traffic Network Division for Distributed/Parallel Environment
Original language description
In this paper, we describe the possibilities of the parallelization of the genetic algorithm for road traffic network division for a distributed/parallel computing environment. This genetic algorithm, which we developed, is utilized for division of roadtraffic networks for distributed road traffic simulation. The parallelization of the genetic algorithm is not based on the commonly used island model. Instead, the particular steps of the genetic algorithm are performed concurrently. The analysis of theinter-process communication of the described distributed/parallel genetic algorithm in dependency on the number of working threads and/or working processes is also part of the paper. The parallelization is utilizable also in different problem domains.
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
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
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
2014 IEEE/ACM 18th International Symposium on Distributed Simulation and Real Time Applications - DS-RT 2014
ISBN
978-1-4799-6143-6
ISSN
1550-6525
e-ISSN
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Number of pages
8
Pages from-to
211-218
Publisher name
IEEE
Place of publication
Piscataway
Event location
Toulouse
Event date
Oct 1, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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