Basic HTML version of Foils prepared 6 December 96

Foil 47 Banded LU Decomposition

From Full Matrices - December 4, 1995 CPS615 Basic Simulation Track for Computational Science -- Fall Semester 95. by Geoffrey C. Fox, Nancy J. McCracken


Suppose that the matrix A is banded with bandwidth b and half-width w, where b=2w-1.
The sequential algorithm is similar to the full matrix case, except at each stage only those elements within a computational "window" of w rows and w columns are updated.
Partial pivoting can cause the number of columns in the computational window to be greater than m. This necessitates some extra bookkeeping in both the sequential and parallel algorithms.
The parallel banded and full algorithms are similar, but use a different decomposition. To get better load balancing, a scattered decomposition over both rows and columns is used in the banded algorithm. In the full case, a scattered decomposition just over rows was used.



© on Tue Oct 7 1997