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1 | // This file is part of Bembel, the higher order C++ boundary element library. | ||
2 | // | ||
3 | // Copyright (C) 2022 see <http://www.bembel.eu> | ||
4 | // | ||
5 | // It was written as part of a cooperation of J. Doelz, H. Harbrecht, S. Kurz, | ||
6 | // M. Multerer, S. Schoeps, and F. Wolf at Technische Universitaet Darmstadt, | ||
7 | // Universitaet Basel, and Universita della Svizzera italiana, Lugano. This | ||
8 | // source code is subject to the GNU General Public License version 3 and | ||
9 | // provided WITHOUT ANY WARRANTY, see <http://www.bembel.eu> for further | ||
10 | // information. | ||
11 | #ifndef BEMBEL_SRC_SPLINE_BEZIEREXTRACTION_HPP_ | ||
12 | #define BEMBEL_SRC_SPLINE_BEZIEREXTRACTION_HPP_ | ||
13 | |||
14 | namespace Bembel { | ||
15 | namespace Spl { | ||
16 | |||
17 | /** | ||
18 | * \ingroup Spline | ||
19 | * \brief implements Bezier extraction via the solution of an interpolation | ||
20 | * problem. | ||
21 | */ | ||
22 | template <typename T> | ||
23 | 1 | Eigen::SparseMatrix<T> MakeProjection(const std::vector<T> &x_knots, | |
24 | const std::vector<T> &y_knots, | ||
25 | const std::vector<T> &x_unique_knots, | ||
26 | const std::vector<T> &y_unique_knots, | ||
27 | const int polynomial_degree_x, | ||
28 | const int polynomial_degree_y) noexcept { | ||
29 | // In here phi refers to the BIG bezier basis, and psi refers to the small | ||
30 | // B-Spline basis given by x_knots,y_knots and xp,yp. | ||
31 | // Sparse does weird things. We need not be that accurate, since the right | ||
32 | // coeefs will be >=.1 | ||
33 | 1 | constexpr double sparseTol = 0.001; | |
34 | // Number of functions in X,Y and total | ||
35 | 1 | const int size_phi_x = (x_unique_knots.size() - 1) * polynomial_degree_x; | |
36 | 1 | const int size_phi_y = (y_unique_knots.size() - 1) * polynomial_degree_y; | |
37 | 1 | const int size_phi = size_phi_x * size_phi_y; | |
38 | 1 | const int size_psi_x = x_knots.size() - polynomial_degree_x; | |
39 | 1 | const int size_psi_y = y_knots.size() - polynomial_degree_y; | |
40 | 1 | const int size_psi = size_psi_x * size_psi_y; | |
41 | |||
42 | // Interpolation points | ||
43 | 1 | const auto xmask = MakeInterpolationMask(polynomial_degree_x); | |
44 | 1 | const auto ymaks = MakeInterpolationMask(polynomial_degree_y); | |
45 | |||
46 | 1 | const auto xpoint = MakeInterpolationPoints(x_unique_knots, xmask); | |
47 | 1 | const auto ypoint = MakeInterpolationPoints(y_unique_knots, ymaks); | |
48 | |||
49 |
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1 | assert(((int)(xmask.size() * (x_unique_knots.size() - 1))) == size_phi_x); |
50 |
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1 | assert(((int)(xpoint.size())) == size_phi_x); |
51 |
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1 | assert(((int)(ypoint.size())) == size_phi_y); |
52 | |||
53 | 1 | Eigen::Matrix<T, -1, -1> tempsolver = | |
54 | Eigen::Matrix<T, -1, -1>::Zero(size_phi, size_phi); | ||
55 | |||
56 |
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1 | double *coefficients_x = new double[polynomial_degree_x]; |
57 |
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1 | double *coefficients_y = new double[polynomial_degree_y]; |
58 | |||
59 |
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3 | for (int i = 0; i < polynomial_degree_x; i++) coefficients_x[i] = 0; |
60 | |||
61 |
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3 | for (int i = 0; i < polynomial_degree_y; i++) coefficients_y[i] = 0; |
62 | |||
63 | 512 | auto BezBasis = [](std::vector<double> uniq, int deg, int pos, double pt, | |
64 | double *coef) { | ||
65 | 512 | std::div_t loc = std::div(pos, deg); | |
66 |
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512 | if (pt > uniq[loc.quot + 1] || pt < uniq[loc.quot]) { |
67 | 256 | return 0.; | |
68 | } else { | ||
69 | 256 | coef[loc.rem] = 1; | |
70 |
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256 | double out = Bembel::Basis::ShapeFunctionHandler::evalCoef( |
71 | 256 | deg - 1, coef, Rescale(pt, uniq[loc.quot], uniq[loc.quot + 1])); | |
72 | 256 | coef[loc.rem] = 0; | |
73 | 256 | return out; | |
74 | } | ||
75 | }; | ||
76 | |||
77 | // A matrix, each row corresponds to one tp-basisfunction, each col to one | ||
78 | // tp-interpolation point | ||
79 |
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5 | for (int iy = 0; iy < size_phi_y; iy++) { |
80 |
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20 | for (int ix = 0; ix < size_phi_x; ix++) { |
81 |
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80 | for (int y = 0; y < size_phi_y; y++) { |
82 |
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320 | for (int x = 0; x < size_phi_x; x++) { |
83 | 512 | tempsolver(y * size_phi_x + x, ix * size_phi_y + iy) = | |
84 | 512 | BezBasis(x_unique_knots, polynomial_degree_x, ix, xpoint[x], | |
85 | 256 | coefficients_x) * | |
86 | 256 | BezBasis(y_unique_knots, polynomial_degree_y, iy, ypoint[y], | |
87 | coefficients_y); | ||
88 | } | ||
89 | } | ||
90 | } | ||
91 | } | ||
92 | |||
93 |
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1 | delete[] coefficients_x; |
94 |
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1 | delete[] coefficients_y; |
95 | |||
96 | 1 | Eigen::FullPivLU<Eigen::Matrix<double, -1, -1>> lu_decomp(tempsolver); | |
97 |
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1 | assert(lu_decomp.rank() == size_phi); |
98 | /// The inverse matrix, for the solition of the linear system to come. | ||
99 | 1 | Eigen::Matrix<T, -1, -1> solve = tempsolver.inverse(); | |
100 | |||
101 | 1 | Eigen::Matrix<T, -1, -1> Proj(size_phi, size_psi); | |
102 | 1 | Eigen::Matrix<T, -1, -1> unit = | |
103 | Eigen::Matrix<T, -1, -1>::Zero(size_psi_y, size_psi_x); | ||
104 | |||
105 | /// For each basisfunction phi_j solves for the right coeef such that \Sum | ||
106 |
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4 | for (int i = 0; i < size_psi_x; i++) |
107 |
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12 | for (int j = 0; j < size_psi_y; j++) { |
108 | 9 | unit(j, i) = 1.; | |
109 | 9 | Eigen::Matrix<T, -1, 1> smallBase = | |
110 | (Unroll(DeBoorTP(unit, x_knots, y_knots, xpoint, ypoint))); | ||
111 | 9 | Proj.col(i * size_psi_y + j) = (solve * smallBase).transpose(); | |
112 | 9 | unit(j, i) = 0.; | |
113 | } | ||
114 | |||
115 | 1 | return (Proj.sparseView()).pruned(sparseTol); | |
116 | 1 | } | |
117 | } // namespace Spl | ||
118 | } // namespace Bembel | ||
119 | #endif // BEMBEL_SRC_SPLINE_BEZIEREXTRACTION_HPP_ | ||
120 |