Title :
A direct block-five-diagonal system solver for the VLSI parallel model
Author_Institution :
Inst. for Inf., Slovak Acad. of Sci., Bratislava, Slovakia
Abstract :
A VLSI algorithm for solving a special block-five-diagonal system of linear algebraic equations is presented. The algorithm is considered for a VLSI parallel computational model where both the time of the algorithm and the area of its design are components of the complexity estimations. The linear system arises from the finite-difference approximation of the first biharmonic boundary value problem. The algorithm computes the solution by a direct method based on Woodbury´s formula (see G.H. Golub and C.F. Van Loan, "Matrix Computations", Johns Hopkins Univ. Press, Baltimore, 1989). For the problem on an n/spl times/n grid, the VLSI algorithm needs an area A=O(n/sup 2/log/sup 2/n) and a time T=O(n log n). The global AT/sup 2/-complexity of this method is AT/sup 2/=O(n/sup 4/log/sup 4/n). This result represents the best upper bound for solving this problem in VLSI. Moreover, this algorithmic design could serve as a preliminary step towards the analysis and development of more detailed structures of specialized VLSI computer devices for solving the biharmonic problem.
Keywords :
"Very large scale integration","Algorithm design and analysis","Equations","Concurrent computing","Computational modeling","Linear systems","Finite difference methods","Boundary value problems","Upper bound"
Conference_Titel :
Parallel Processing Symposium, 1996., Proceedings of IPPS ´96, The 10th International
Print_ISBN :
0-8186-7255-2
DOI :
10.1109/IPPS.1996.508196