DocumentCode
3473017
Title
Using grid computing to accelerate optimization solution: A system of systems approach
Author
Pham, D.T. ; Marzi, H. ; Marzi, A. ; Marzi, E. ; Darwish, A.H. ; Lee, J.Y.
Author_Institution
Manuf. Eng. Centre, Cardiff Univ., Cardiff, UK
fYear
2010
fDate
22-24 June 2010
Firstpage
1
Lastpage
6
Abstract
This paper presents a system of systems approach to implement high-speed searching to solve complex optimization problems. In most optimization techniques, parallel computation is not effective due to the complexity in algorithm. Here, the search space is distributed within processing power of high performance computing resources. The methodology takes advantage of the Bees Algorithm and adapts it for best performance in a cluster grid computing environment. The effectiveness of the approach is verified by solving the problem of efficiency in a power plant by economizing fuel cost, efficiency of transmission losses and environmental hazardous emissions.
Keywords
grid computing; optimisation; parallel programming; systems engineering; Bees algorithm; cluster grid computing environment; complex optimization problems; high speed searching; parallel computation; system of systems approach; Acceleration; Clustering algorithms; Concurrent computing; Distributed computing; Fuels; Grid computing; High performance computing; Information systems; Power generation; Pulp manufacturing; Bees Algorithm; Distributed Computing; Optimization; Parallel Programming;
fLanguage
English
Publisher
ieee
Conference_Titel
System of Systems Engineering (SoSE), 2010 5th International Conference on
Conference_Location
Loughborough
Print_ISBN
978-1-4244-8197-2
Type
conf
DOI
10.1109/SYSOSE.2010.5544059
Filename
5544059
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