DocumentCode
2175087
Title
Artificial Bee Colony Inspired Algorithm Applied to Fusion Research in a Grid Computing Environment
Author
Gomez-Iglesias, Antonio ; Vega-Rodriguez, Miguel A. ; Castejon, Francisco ; Cardenas-Montes, Miguel ; Morales-Ramos, Enrique
Author_Institution
Nat. Fusion Lab., CIEMAE, Madrid, Spain
fYear
2010
fDate
17-19 Feb. 2010
Firstpage
508
Lastpage
512
Abstract
Artificial Bee Colony (ABC) algorithm is an optimisation algorithm based on the intelligent behaviour of honey bee swarm. In this work, ABC algorithm is used to optimise the equilibrium of confined plasma in a nuclear fusion device. Plasma physics research for fusion still presents open problems that need a large computing capacity to be solved. This optimisation process is a long time consuming process so an environment like grid computing has to be used, thus the first step is to adapt and extend the ABC algorithm to use the grid capabilities. In this work we present a modification of the original ABC algorithm, its adaption to a grid computing environment and the application of this algorithm to the equilibrium optimisation process.
Keywords
artificial intelligence; grid computing; nuclear engineering computing; nuclear fusion; optimisation; ABC algorithm; artificial bee colony algorithm; grid computing environment; honey bee swarm; nuclear fusion research; optimisation algorithm; plasma physics research; Computer interfaces; Distributed computing; Fusion reactors; Grid computing; Helium; Particle swarm optimization; Physics computing; Plasma confinement; Plasma devices; Resource management; Artificial Bee Colony; Equilibrium; Grid Computing; Nuclear Fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel, Distributed and Network-Based Processing (PDP), 2010 18th Euromicro International Conference on
Conference_Location
Pisa
ISSN
1066-6192
Print_ISBN
978-1-4244-5672-7
Electronic_ISBN
1066-6192
Type
conf
DOI
10.1109/PDP.2010.50
Filename
5452468
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