DocumentCode
2198096
Title
Implementation of Paralleling Genetic Annealing Algorithm on Grid
Author
Zhu, Hongbing ; Li, Chunli ; Gu, Jinguang
Author_Institution
Coll. of Comput. Sci. & Technol., Wuhan Univ. of Sci. & Technol., Wuhan, China
fYear
2010
fDate
1-3 Nov. 2010
Firstpage
471
Lastpage
474
Abstract
Genetic Annealing Algorithm (GAA) combines with simulated annealing algorithm and genetic algorithms, which is one of the most representative algorithms to be applied into the protein structure prediction (PSP), but it requires computing power for the complexity of the algorithm itself. So a parallel GAA was proposed, which was run on the grid system. In this paper, we established a three-node grid system, and implemented parallel GAA algorithm in the system. The experiment results were shown that the performance had been significantly improved.
Keywords
biology computing; genetic algorithms; grid computing; parallel processing; proteins; simulated annealing; grid computing; parallel computing; paralleling genetic annealing algorithm; protein structure prediction; simulated annealing algorithm; three-node grid system; Genetic Annealing Algorithm; grid computing; parallel task; protein structure prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
Conference_Location
Shenyang
Print_ISBN
978-1-4244-8548-2
Electronic_ISBN
978-0-7695-4249-2
Type
conf
DOI
10.1109/ICINIS.2010.44
Filename
5693587
Link To Document