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authorGravatar Jitse Niesen <jitse@maths.leeds.ac.uk>2010-03-19 18:23:36 +0000
committerGravatar Jitse Niesen <jitse@maths.leeds.ac.uk>2010-03-19 18:23:36 +0000
commitd3e271c47e373146345f411900772d0d2627b0ea (patch)
treed20fbeebc711322583e55235f4836838bd74d217 /doc/snippets/ComplexEigenSolver_compute.cpp
parent0ee10f7da48dbf21267eed5d758cb4afd2538ea1 (diff)
Extend documentation and add examples for ComplexEigenSolver.
Diffstat (limited to 'doc/snippets/ComplexEigenSolver_compute.cpp')
-rw-r--r--doc/snippets/ComplexEigenSolver_compute.cpp16
1 files changed, 16 insertions, 0 deletions
diff --git a/doc/snippets/ComplexEigenSolver_compute.cpp b/doc/snippets/ComplexEigenSolver_compute.cpp
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index 000000000..11d6bd399
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+++ b/doc/snippets/ComplexEigenSolver_compute.cpp
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+MatrixXcf A = MatrixXcf::Random(4,4);
+cout << "Here is a random 4x4 matrix, A:" << endl << A << endl << endl;
+
+ComplexEigenSolver<MatrixXcf> ces;
+ces.compute(A);
+cout << "The eigenvalues of A are:" << endl << ces.eigenvalues() << endl;
+cout << "The matrix of eigenvectors, V, is:" << endl << ces.eigenvectors() << endl << endl;
+
+complex<float> lambda = ces.eigenvalues()[0];
+cout << "Consider the first eigenvalue, lambda = " << lambda << endl;
+VectorXcf v = ces.eigenvectors().col(0);
+cout << "If v is the corresponding eigenvector, then lambda * v = " << endl << lambda * v << endl;
+cout << "... and A * v = " << endl << A * v << endl << endl;
+
+cout << "Finally, V * D * V^(-1) = " << endl
+ << ces.eigenvectors() * ces.eigenvalues().asDiagonal() * ces.eigenvectors().inverse() << endl;