Mathematics > Sparse Matrices
40 functions in MATLAB › Mathematics > Sparse Matrices.
bicg | Solves a square linear system with the biconjugate gradients method. |
bicgstab | Solves a square linear system with the stabilized biconjugate gradients method. |
bicgstabl | Solves a square linear system with the BiCGStab(l) method. |
cgs | Solves a square linear system with the conjugate gradients squared method. |
colperm | Column permutation that orders the columns by their number of nonzeros. |
etree | Elimination tree of a sparse symmetric matrix. |
etreeplot | Plots the elimination tree of a sparse matrix. |
full | Converts a sparse matrix to ordinary full storage. |
gmres | Solves a square linear system with the generalized minimal residual method. |
gplot | Draws a graph from its adjacency matrix and node coordinates. |
ichol | Incomplete Cholesky factorization of a sparse symmetric positive definite matrix. |
ilu | Incomplete LU factorization of a sparse matrix. |
lsqr | Solves a least-squares or linear system iteratively. |
minres | Solves a symmetric linear system with the minimum residual method. |
nnz | Number of nonzero elements. |
nonzeros | Column vector with the nonzero elements of an array. |
nzmax | Amount of storage allocated for nonzero elements. |
pcg | Solves a symmetric positive definite linear system with preconditioned conjugate gradients. |
qmr | Solves a square linear system with the quasi-minimal residual method. |
spalloc | Creates an empty sparse matrix with room reserved for nonzeros. |
sparse | Creates a sparse matrix, or converts a full matrix to sparse form. |
spaugment | Augmented matrix of the least-squares problem for a sparse matrix. |
spconvert | Converts a list of (row, column, value) entries to a sparse matrix. |
spdiags | Extracts diagonals from a matrix, or builds a matrix from diagonals. |
speye | Sparse identity matrix. |
spfun | Applies a function to the nonzero elements of a sparse matrix. |
spones | Replaces the nonzero elements of a matrix by ones. |
spparms | Sets or reads parameters of the sparse matrix routines. |
sprand | Sparse matrix with random entries uniformly distributed between 0 and 1. |
sprandn | Sparse matrix with normally distributed random entries. |
sprandsym | Sparse symmetric random matrix. |
sprank | Structural rank of a sparse matrix. |
spy | Visualizes the sparsity pattern of a matrix. |
symbfact | Symbolic factorization analysis of a sparse matrix. |
symmlq | Solves a symmetric linear system with the symmetric LQ method. |
symrcm | Reverse Cuthill-McKee ordering that reduces the bandwidth of a sparse matrix. |
tfqmr | Solves a square linear system with the transpose-free quasi-minimal residual method. |
treelayout | Computes node coordinates for drawing a tree. |
treeplot | Draws a tree from its parent vector. |
unmesh | Converts a list of mesh edges to a graph adjacency matrix and node coordinates. |