Zobrazeno 1 - 10
of 51
pro vyhledávání: '"Joseph W. H. Liu"'
Autor:
Stanley C. Eisenstat, Joseph W. H. Liu
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 29:1363-1381
The elimination tree of a symmetric matrix plays an important role in sparse elimination. We recently defined a generalization of this structure to the unsymmetric case that retains many of its properties. Here we present an algorithm for constructin
Autor:
Joseph W. H. Liu, Stanley C. Eisenstat
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 26:686-705
The elimination tree of a symmetric matrix plays an important role in sparse matrix factorization. By using paths instead of edges to define the tree, we generalize this structure to unsymmetric matrices while retaining many of its properties. If we
Autor:
Joseph W. H. Liu, Alan D. George
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 20:953-969
The authors designed and implemented a sparse matrix package called Sparspak in the late 1970s. One of the important features of that package is an interface which shields the user from the complicated calling sequences common to most sparse matrix s
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 20:720-755
We investigate several ways to improve the performance of sparse LU factorization with partial pivoting, as used to solve unsymmetric linear systems. We introduce the notion of unsymmetric supernodes to perform most of the numerical computation in de
Autor:
Joseph W. H. Liu, Baining Guo
Publikováno v:
Computer Vision and Image Understanding. 72:328-339
The computation of visible surfaces is usually formulated in a regularization framework based on thin-plate and membrane splines. When discretized, this formulation leads to large sparse linear systems. Most surface interpolation methods solve these
Autor:
Joseph W. H. Liu, Cleve Ashcraft
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 19:816-832
In this paper we provide a robust reordering scheme for sparse matrices. The scheme relies on the notion of multisection, a generalization of bisection. The reordering strategy is demonstrated to have consistently good performance in terms of fill re
Autor:
Joseph W. H. Liu, Cleve Ashcraft
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 19:325-354
In this paper, we consider the use of the Dulmage--Mendelsohn decomposition and network flow on bipartite graphs to improve a graph bisection partition. Given a graph partition [B, W, S] with a vertex separator S and two disconnected components B and
Autor:
Joseph W. H. Liu, Cleve Ashcraft
Publikováno v:
BIT Numerical Mathematics. 37:506-534
In this paper we introduce a three-step approach to find a vertex bisector of a graph. The first step finds adomain decomposition of the graph, consisting of a set of domains and a multisector. Eachdomain is a connected subgraph, and themultisector c
Autor:
John R. Gilbert, Joseph W. H. Liu
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 14:334-352
The elimination tree is central to the study of Cholesky factorization of sparse symmetric positive definite matrices. In this paper, the elimination tree is generalized to a structure appropriate for the sparse $LU$ factorization of unsymmetric matr
Publikováno v:
SIAM Journal on Matrix Analysis and Applications. 14:242-252
A simple characterization of fundamental supernodes is given in terms of the row subtrees of sparse Cholesky factors in the elimination tree. Using this characterization, an efficient algorithm is presented that determines the set of such supernodes