Title :
Parallel decoupling algorithm for solving the block tri-diagonal linear equations
Author :
Chang-You Wang ; Ming Yi ; Fu-Ping Yang
Author_Institution :
Coll. of Math. & Phys, Chongqing Univ. of Posts & Telecommun., Chongqing, China
Abstract :
In this paper, the parallel decoupling algorithm is given to solve the block tri-diagonal linear equations. The solution process of the algorithm are as follows: Firstly, decoupling method is used to decompose the huge block tri-diagonal linear equations to even number small block tri-diagonal ones with balancing loadings, and sum of the small blocks tri-diagonal linear equations equals the number of processors in the cluster that are composed of multiple computers. Secondly, the parallel computing model of the single program multiple data is employed to solve each small blocks tri-diagonal linear equations by the pursuit method in each processor. Lastly, the main processor collects the results from different processors and calculates the final solution of the large block tri-diagonal linear equations.
Keywords :
data handling; parallel algorithms; block tridiagonal linear equations; multiple computers; parallel computing model; parallel decoupling algorithm; processor number; Computers; Equations; algorithm; block tri-diagonal equations; decouple; parallel computing;
Conference_Titel :
Computer Science and Information Processing (CSIP), 2012 International Conference on
Conference_Location :
Xi´an, Shaanxi
Print_ISBN :
978-1-4673-1410-7
DOI :
10.1109/CSIP.2012.6308791