Matrix: GHS_psdef/wathen120
Description: Gould,Higham,Scott: matrix from Andy Wathen, Oxford Univ.
(undirected graph drawing) |
Matrix properties | |
number of rows | 36,441 |
number of columns | 36,441 |
nonzeros | 565,761 |
structural full rank? | yes |
structural rank | 36,441 |
# of blocks from dmperm | 1 |
# strongly connected comp. | 1 |
explicit zero entries | 0 |
nonzero pattern symmetry | symmetric |
numeric value symmetry | symmetric |
type | real |
structure | symmetric |
Cholesky candidate? | yes |
positive definite? | yes |
author | A. Wathen |
editor | N. Gould, Y. Hu, J. Scott |
date | 2004 |
kind | random 2D/3D problem |
2D/3D problem? | yes |
Notes:
A = gallery('wathen',100,120) ; % (in MATLAB) To initialize the MATLAB random number generator to replicate this matrix, first do the following: rand('state',0); A = gallery('wathen',100,100) and then generate this matrix using the 100,120 arguments above.
Ordering statistics: | result |
nnz(chol(P*(A+A'+s*I)*P')) with AMD | 1,845,324 |
Cholesky flop count | 2.5e+08 |
nnz(L+U), no partial pivoting, with AMD | 3,654,207 |
nnz(V) for QR, upper bound nnz(L) for LU, with COLAMD | 3,750,470 |
nnz(R) for QR, upper bound nnz(U) for LU, with COLAMD | 8,902,766 |
SVD-based statistics: | |
norm(A) | 369.374 |
min(svd(A)) | 0.143337 |
cond(A) | 2576.96 |
rank(A) | 36,441 |
sprank(A)-rank(A) | 0 |
null space dimension | 0 |
full numerical rank? | yes |
singular values (MAT file): | click here |
SVD method used: | s = svd (full (A)) |
status: | ok |
For a description of the statistics displayed above, click here.
Maintained by Tim Davis, last updated 12-Mar-2014.
Matrix pictures by cspy, a MATLAB function in the CSparse package.
Matrix graphs by Yifan Hu, AT&T Labs Visualization Group.