A brief survey of advances in particle swarm optimization on graphic processing units

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088865" target="_blank" >RIV/61989100:27240/13:86088865 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/13:86088865
Result on the web
<a href="http://dx.doi.org/10.1109/NaBIC.2013.6617859" target="_blank" >http://dx.doi.org/10.1109/NaBIC.2013.6617859</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/NaBIC.2013.6617859" target="_blank" >10.1109/NaBIC.2013.6617859</a>

Result language
angličtina
Original language name
A brief survey of advances in particle swarm optimization on graphic processing units
Original language description
In the last few years, the Graphic Processing Units (GPUs) emerged as an exciting new hardware environment available for a truly parallel implementation and execution of Nature and Bio-inspired Algorithms. In contrast to common multicore CPUs that contain up to tens of independent cores, the GPUs represent a massively parallel single-instruction multiple-data (SIMD) devices that can nowadays reach peak performance of hundreds and thousands of giga FLOPS (floating-point operations per second). Nature andBio-inspired Algorithms often adopt populational problem solving approaches and implement parallel optimization strategies in which group or groups of candidate solutions search for optimal solutions. Swarm Intelligence and Particle Swarm Optimization (PSO) in particular can be seen as multiagent methods in which the interaction of simple independent agents yields intelligent collective behavior. Such algorithms especially fit to the architecture of the GPUs. This survey provides a brie
Czech name
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Czech description
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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
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2013 World Congress on Nature and Biologically Inspired Computing, NaBIC 2013
ISBN
978-1-4799-1415-9
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
182-188
Publisher name
Elsevier
Place of publication
New York
Event location
Fargo
Event date
Aug 12, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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