xref: /petsc/src/mat/tests/ex15.c (revision 66af8762ec03dbef0e079729eb2a1734a35ed7ff)
1 static char help[] = "Tests MatNorm(), MatLUFactor(), MatSolve() and MatSolveAdd().\n\n";
2 
3 #include <petscmat.h>
4 
5 int main(int argc, char **args)
6 {
7   Mat           C;
8   PetscInt      i, j, m = 3, n = 3, Ii, J;
9   PetscBool     flg;
10   PetscScalar   v;
11   IS            perm, iperm;
12   Vec           x, u, b, y;
13   PetscReal     norm, tol = PETSC_SMALL;
14   MatFactorInfo info;
15   PetscMPIInt   size;
16 
17   PetscFunctionBeginUser;
18   PetscCall(PetscInitialize(&argc, &args, (char *)0, help));
19   PetscCallMPI(MPI_Comm_size(PETSC_COMM_WORLD, &size));
20   PetscCheck(size == 1, PETSC_COMM_WORLD, PETSC_ERR_WRONG_MPI_SIZE, "This is a uniprocessor example only!");
21   PetscCall(MatCreate(PETSC_COMM_WORLD, &C));
22   PetscCall(MatSetSizes(C, PETSC_DECIDE, PETSC_DECIDE, m * n, m * n));
23   PetscCall(MatSetFromOptions(C));
24   PetscCall(MatSetUp(C));
25   PetscCall(PetscOptionsHasName(NULL, NULL, "-symmetric", &flg));
26   if (flg) { /* Treat matrix as symmetric only if we set this flag */
27     PetscCall(MatSetOption(C, MAT_SYMMETRIC, PETSC_TRUE));
28     PetscCall(MatSetOption(C, MAT_SYMMETRY_ETERNAL, PETSC_TRUE));
29   }
30 
31   /* Create the matrix for the five point stencil, YET AGAIN */
32   for (i = 0; i < m; i++) {
33     for (j = 0; j < n; j++) {
34       v  = -1.0;
35       Ii = j + n * i;
36       if (i > 0) {
37         J = Ii - n;
38         PetscCall(MatSetValues(C, 1, &Ii, 1, &J, &v, INSERT_VALUES));
39       }
40       if (i < m - 1) {
41         J = Ii + n;
42         PetscCall(MatSetValues(C, 1, &Ii, 1, &J, &v, INSERT_VALUES));
43       }
44       if (j > 0) {
45         J = Ii - 1;
46         PetscCall(MatSetValues(C, 1, &Ii, 1, &J, &v, INSERT_VALUES));
47       }
48       if (j < n - 1) {
49         J = Ii + 1;
50         PetscCall(MatSetValues(C, 1, &Ii, 1, &J, &v, INSERT_VALUES));
51       }
52       v = 4.0;
53       PetscCall(MatSetValues(C, 1, &Ii, 1, &Ii, &v, INSERT_VALUES));
54     }
55   }
56   PetscCall(MatAssemblyBegin(C, MAT_FINAL_ASSEMBLY));
57   PetscCall(MatAssemblyEnd(C, MAT_FINAL_ASSEMBLY));
58   PetscCall(MatGetOrdering(C, MATORDERINGRCM, &perm, &iperm));
59   PetscCall(MatView(C, PETSC_VIEWER_STDOUT_WORLD));
60   PetscCall(ISView(perm, PETSC_VIEWER_STDOUT_SELF));
61   PetscCall(VecCreateSeq(PETSC_COMM_SELF, m * n, &u));
62   PetscCall(VecSet(u, 1.0));
63   PetscCall(VecDuplicate(u, &x));
64   PetscCall(VecDuplicate(u, &b));
65   PetscCall(VecDuplicate(u, &y));
66   PetscCall(MatMult(C, u, b));
67   PetscCall(VecCopy(b, y));
68   PetscCall(VecScale(y, 2.0));
69 
70   PetscCall(MatNorm(C, NORM_FROBENIUS, &norm));
71   PetscCall(PetscPrintf(PETSC_COMM_SELF, "Frobenius norm of matrix %g\n", (double)norm));
72   PetscCall(MatNorm(C, NORM_1, &norm));
73   PetscCall(PetscPrintf(PETSC_COMM_SELF, "One  norm of matrix %g\n", (double)norm));
74   PetscCall(MatNorm(C, NORM_INFINITY, &norm));
75   PetscCall(PetscPrintf(PETSC_COMM_SELF, "Infinity norm of matrix %g\n", (double)norm));
76 
77   PetscCall(MatFactorInfoInitialize(&info));
78   info.fill          = 2.0;
79   info.dtcol         = 0.0;
80   info.zeropivot     = 1.e-14;
81   info.pivotinblocks = 1.0;
82 
83   PetscCall(MatLUFactor(C, perm, iperm, &info));
84 
85   /* Test MatSolve */
86   PetscCall(MatSolve(C, b, x));
87   PetscCall(VecView(b, PETSC_VIEWER_STDOUT_SELF));
88   PetscCall(VecView(x, PETSC_VIEWER_STDOUT_SELF));
89   PetscCall(VecAXPY(x, -1.0, u));
90   PetscCall(VecNorm(x, NORM_2, &norm));
91   if (norm > tol) PetscCall(PetscPrintf(PETSC_COMM_SELF, "MatSolve: Norm of error %g\n", (double)norm));
92 
93   /* Test MatSolveAdd */
94   PetscCall(MatSolveAdd(C, b, y, x));
95   PetscCall(VecAXPY(x, -1.0, y));
96   PetscCall(VecAXPY(x, -1.0, u));
97   PetscCall(VecNorm(x, NORM_2, &norm));
98   if (norm > tol) PetscCall(PetscPrintf(PETSC_COMM_SELF, "MatSolveAdd(): Norm of error %g\n", (double)norm));
99 
100   PetscCall(ISDestroy(&perm));
101   PetscCall(ISDestroy(&iperm));
102   PetscCall(VecDestroy(&u));
103   PetscCall(VecDestroy(&y));
104   PetscCall(VecDestroy(&b));
105   PetscCall(VecDestroy(&x));
106   PetscCall(MatDestroy(&C));
107   PetscCall(PetscFinalize());
108   return 0;
109 }
110 
111 /*TEST
112 
113    test:
114 
115 TEST*/
116