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106 lines
3.2 KiB
C++
106 lines
3.2 KiB
C++
#define GLM_ENABLE_EXPERIMENTAL
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#include <glm/gtx/matrix_factorisation.hpp>
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#include <glm/gtc/constants.hpp>
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#include <glm/gtc/epsilon.hpp>
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template <glm::length_t C, glm::length_t R, typename T, glm::precision P, template<glm::length_t, glm::length_t, typename, glm::precision> class matType>
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int test_qr(matType<C, R, T, P> m)
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{
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int Error = 0;
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T const epsilon = static_cast<T>(1e-10);
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matType<(C < R ? C : R), R, T, P> q(-999);
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matType<C, (C < R ? C : R), T, P> r(-999);
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glm::qr_decompose(m, q, r);
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//Test if q*r really equals the input matrix
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matType<C, R, T, P> tm = q*r;
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matType<C, R, T, P> err = tm - m;
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for (glm::length_t i = 0; i < C; i++)
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for (glm::length_t j = 0; j < R; j++)
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Error += glm::abs(err[i][j]) > epsilon ? 1 : 0;
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//Test if the columns of q are orthonormal
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for (glm::length_t i = 0; i < (C < R ? C : R); i++)
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{
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Error += (length(q[i]) - 1) > epsilon ? 1 : 0;
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for (glm::length_t j = 0; j<i; j++)
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Error += glm::abs(dot(q[i], q[j])) > epsilon ? 1 : 0;
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}
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//Test if the matrix r is upper triangular
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for (glm::length_t i = 0; i < C; i++)
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for (glm::length_t j = i + 1; j < (C < R ? C : R); j++)
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Error += glm::epsilonEqual(r[i][j], static_cast<T>(0), glm::epsilon<T>()) ? 0 : 1;
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return Error;
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}
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template <glm::length_t C, glm::length_t R, typename T, glm::precision P, template<glm::length_t, glm::length_t, typename, glm::precision> class matType>
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int test_rq(matType<C, R, T, P> m)
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{
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int Error = 0;
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T const epsilon = static_cast<T>(1e-10);
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matType<C, (C < R ? C : R), T, P> q(-999);
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matType<(C < R ? C : R), R, T, P> r(-999);
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glm::rq_decompose(m, r, q);
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//Test if q*r really equals the input matrix
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matType<C, R, T, P> tm = r*q;
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matType<C, R, T, P> err = tm - m;
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for (glm::length_t i = 0; i < C; i++)
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for (glm::length_t j = 0; j < R; j++)
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Error += glm::abs(err[i][j]) > epsilon ? 1 : 0;
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//Test if the rows of q are orthonormal
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matType<(C < R ? C : R), C, T, P> tq = transpose(q);
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for (glm::length_t i = 0; i < (C < R ? C : R); i++)
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{
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Error += (length(tq[i]) - 1) > epsilon ? 1 : 0;
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for (glm::length_t j = 0; j<i; j++)
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Error += glm::abs(dot(tq[i], tq[j])) > epsilon ? 1 : 0;
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}
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//Test if the matrix r is upper triangular
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for (glm::length_t i = 0; i < (C < R ? C : R); i++)
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for (glm::length_t j = R - (C < R ? C : R) + i + 1; j < R; j++)
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Error += glm::epsilonEqual(r[i][j], static_cast<T>(0), glm::epsilon<T>()) ? 0 : 1;
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return Error;
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}
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int main()
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{
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int Error = 0;
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//Test QR square
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Error += test_qr(glm::dmat3(12.0, 6.0, -4.0, -51.0, 167.0, 24.0, 4.0, -68.0, -41.0)) ? 1 : 0;
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//Test RQ square
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Error += test_rq(glm::dmat3(12.0, 6.0, -4.0, -51.0, 167.0, 24.0, 4.0, -68.0, -41.0)) ? 1 : 0;
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//Test QR triangular 1
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Error += test_qr(glm::dmat3x4(12.0, 6.0, -4.0, -51.0, 167.0, 24.0, 4.0, -68.0, -41.0, 7.0, 2.0, 15.0)) ? 1 : 0;
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//Test QR triangular 2
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Error += test_qr(glm::dmat4x3(12.0, 6.0, -4.0, -51.0, 167.0, 24.0, 4.0, -68.0, -41.0, 7.0, 2.0, 15.0)) ? 1 : 0;
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//Test RQ triangular 1 : Fails at the triangular test
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Error += test_rq(glm::dmat3x4(12.0, 6.0, -4.0, -51.0, 167.0, 24.0, 4.0, -68.0, -41.0, 7.0, 2.0, 15.0)) ? 1 : 0;
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//Test QR triangular 2
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Error += test_rq(glm::dmat4x3(12.0, 6.0, -4.0, -51.0, 167.0, 24.0, 4.0, -68.0, -41.0, 7.0, 2.0, 15.0)) ? 1 : 0;
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return Error;
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}
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