Clustering using Artificial Bee Colony on CUDA

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86096027" target="_blank" >RIV/61989100:27240/14:86096027 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/SMC.2014.6974523" target="_blank" >http://dx.doi.org/10.1109/SMC.2014.6974523</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SMC.2014.6974523" target="_blank" >10.1109/SMC.2014.6974523</a>

Result language
angličtina
Original language name
Clustering using Artificial Bee Colony on CUDA
Original language description
Artificial bee colony is a meta-heuristic optimization algorithm based on the behavior of honey bee swarm. These bees work largely independently of other bees, making the algorithm suitable for parallel implementation. Within this paper, we introduce thealgorithm itself and its subsequent parallelization utilizing the CUDA platform. The runtime speedup is demonstrated on several commonly used test functions for optimization. The algorithm is subsequently applied to the problem of clustering real data.
Czech name
—
Czech description
—

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 2014
ISBN
978-1-4799-3840-7
ISSN
1062-922X
e-ISSN
—
Number of pages
5
Pages from-to
3803-3807
Publisher name
IEEE
Place of publication
NJ 08855-1131
Event location
San Diego
Event date
Oct 5, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—

Similar results(10)