xref: /libCEED/tests/t312-basis.c (revision 2b730f8b5a9c809740a0b3b302db43a719c636b1)
1a8de75f0Sjeremylt /// @file
252bfb9bbSJeremy L Thompson /// Test polynomial interpolation in 1D
352bfb9bbSJeremy L Thompson /// \test Test polynomial interpolation in 1D
4a8de75f0Sjeremylt #include <ceed.h>
5a8de75f0Sjeremylt #include <math.h>
6a8de75f0Sjeremylt 
752bfb9bbSJeremy L Thompson #define ALEN(a) (sizeof(a) / sizeof((a)[0]))
852bfb9bbSJeremy L Thompson 
952bfb9bbSJeremy L Thompson static CeedScalar PolyEval(CeedScalar x, CeedInt n, const CeedScalar *p) {
1052bfb9bbSJeremy L Thompson   CeedScalar y = p[n - 1];
1152bfb9bbSJeremy L Thompson   for (CeedInt i = n - 2; i >= 0; i--) y = y * x + p[i];
1252bfb9bbSJeremy L Thompson   return y;
13a8de75f0Sjeremylt }
14a8de75f0Sjeremylt 
15a8de75f0Sjeremylt int main(int argc, char **argv) {
16a8de75f0Sjeremylt   Ceed              ceed;
17d1d35e2fSjeremylt   CeedVector        X, X_q, U, U_q, W;
18d1d35e2fSjeremylt   CeedBasis         basis_x_lobatto, basis_x_gauss, basis_u_gauss;
1952bfb9bbSJeremy L Thompson   CeedInt           Q    = 6;
2052bfb9bbSJeremy L Thompson   const CeedScalar  p[6] = {1, 2, 3, 4, 5, 6};  // 1 + 2x + 3x^2 + ...
2152bfb9bbSJeremy L Thompson   const CeedScalar *xq, *uq, *w;
2252bfb9bbSJeremy L Thompson   CeedScalar        u[Q], x[2], sum, error, pint[ALEN(p) + 1];
23a8de75f0Sjeremylt 
24a8de75f0Sjeremylt   CeedInit(argv[1], &ceed);
25aedaa0e5Sjeremylt 
2652bfb9bbSJeremy L Thompson   CeedVectorCreate(ceed, 2, &X);
27d1d35e2fSjeremylt   CeedVectorCreate(ceed, Q, &X_q);
28d1d35e2fSjeremylt   CeedVectorSetValue(X_q, 0);
2952bfb9bbSJeremy L Thompson   CeedVectorCreate(ceed, Q, &U);
30d1d35e2fSjeremylt   CeedVectorCreate(ceed, Q, &U_q);
31d1d35e2fSjeremylt   CeedVectorSetValue(U_q, 0);
3252bfb9bbSJeremy L Thompson   CeedVectorCreate(ceed, Q, &W);
3352bfb9bbSJeremy L Thompson   CeedVectorSetValue(W, 0);
34a8de75f0Sjeremylt 
35*2b730f8bSJeremy L Thompson   CeedBasisCreateTensorH1Lagrange(ceed, 1, 1, 2, Q, CEED_GAUSS_LOBATTO, &basis_x_lobatto);
36aedaa0e5Sjeremylt 
37*2b730f8bSJeremy L Thompson   for (int i = 0; i < 2; i++) x[i] = CeedIntPow(-1, i + 1);
3852bfb9bbSJeremy L Thompson   CeedVectorSetArray(X, CEED_MEM_HOST, CEED_USE_POINTER, x);
39aedaa0e5Sjeremylt 
40d1d35e2fSjeremylt   CeedBasisApply(basis_x_lobatto, 1, CEED_NOTRANSPOSE, CEED_EVAL_INTERP, X, X_q);
41a8de75f0Sjeremylt 
42d1d35e2fSjeremylt   CeedVectorGetArrayRead(X_q, CEED_MEM_HOST, &xq);
43*2b730f8bSJeremy L Thompson   for (CeedInt i = 0; i < Q; i++) u[i] = PolyEval(xq[i], ALEN(p), p);
44d1d35e2fSjeremylt   CeedVectorRestoreArrayRead(X_q, &xq);
4552bfb9bbSJeremy L Thompson   CeedVectorSetArray(U, CEED_MEM_HOST, CEED_USE_POINTER, u);
4652bfb9bbSJeremy L Thompson 
47d1d35e2fSjeremylt   CeedBasisCreateTensorH1Lagrange(ceed, 1, 1, 2, Q, CEED_GAUSS, &basis_x_gauss);
48d1d35e2fSjeremylt   CeedBasisCreateTensorH1Lagrange(ceed, 1, 1, Q, Q, CEED_GAUSS, &basis_u_gauss);
4952bfb9bbSJeremy L Thompson 
50d1d35e2fSjeremylt   CeedBasisApply(basis_x_gauss, 1, CEED_NOTRANSPOSE, CEED_EVAL_INTERP, X, X_q);
51d1d35e2fSjeremylt   CeedBasisApply(basis_u_gauss, 1, CEED_NOTRANSPOSE, CEED_EVAL_INTERP, U, U_q);
52*2b730f8bSJeremy L Thompson   CeedBasisApply(basis_u_gauss, 1, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, W);
5352bfb9bbSJeremy L Thompson 
5452bfb9bbSJeremy L Thompson   CeedVectorGetArrayRead(W, CEED_MEM_HOST, &w);
55d1d35e2fSjeremylt   CeedVectorGetArrayRead(U_q, CEED_MEM_HOST, &uq);
56a8de75f0Sjeremylt   sum = 0;
57*2b730f8bSJeremy L Thompson   for (CeedInt i = 0; i < Q; i++) sum += w[i] * uq[i];
5852bfb9bbSJeremy L Thompson   CeedVectorRestoreArrayRead(W, &w);
59d1d35e2fSjeremylt   CeedVectorRestoreArrayRead(U_q, &uq);
60a8de75f0Sjeremylt 
6152bfb9bbSJeremy L Thompson   pint[0] = 0;
62*2b730f8bSJeremy L Thompson   for (CeedInt i = 0; i < (int)ALEN(p); i++) pint[i + 1] = p[i] / (i + 1);
6352bfb9bbSJeremy L Thompson   error = sum - PolyEval(1, ALEN(pint), pint) + PolyEval(-1, ALEN(pint), pint);
64*2b730f8bSJeremy L Thompson   if (error > 100. * CEED_EPSILON) {
6552bfb9bbSJeremy L Thompson     // LCOV_EXCL_START
66*2b730f8bSJeremy L Thompson     printf("Error %e  sum %g  exact %g\n", error, sum, PolyEval(1, ALEN(pint), pint) - PolyEval(-1, ALEN(pint), pint));
6752bfb9bbSJeremy L Thompson     // LCOV_EXCL_STOP
68*2b730f8bSJeremy L Thompson   }
6952bfb9bbSJeremy L Thompson 
7052bfb9bbSJeremy L Thompson   CeedVectorDestroy(&X);
71d1d35e2fSjeremylt   CeedVectorDestroy(&X_q);
7252bfb9bbSJeremy L Thompson   CeedVectorDestroy(&U);
73d1d35e2fSjeremylt   CeedVectorDestroy(&U_q);
7452bfb9bbSJeremy L Thompson   CeedVectorDestroy(&W);
75d1d35e2fSjeremylt   CeedBasisDestroy(&basis_x_lobatto);
76d1d35e2fSjeremylt   CeedBasisDestroy(&basis_x_gauss);
77d1d35e2fSjeremylt   CeedBasisDestroy(&basis_u_gauss);
78a8de75f0Sjeremylt   CeedDestroy(&ceed);
79a8de75f0Sjeremylt   return 0;
80a8de75f0Sjeremylt }
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