| 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; |