From 179a6560ceb6fa6c74afa05036d1b3619effe4a1 Mon Sep 17 00:00:00 2001 From: Daniel D Date: Sat, 14 Nov 2015 15:40:35 +0100 Subject: [PATCH] Fix eigenvalue calculation for diagonal matrices --- src/linalg/decompositions.rs | 20 +++++++++++++++++--- tests/mat.rs | 15 +++++++++++++++ 2 files changed, 32 insertions(+), 3 deletions(-) diff --git a/src/linalg/decompositions.rs b/src/linalg/decompositions.rs index df8a1c0f..d6e73322 100644 --- a/src/linalg/decompositions.rs +++ b/src/linalg/decompositions.rs @@ -145,9 +145,23 @@ pub fn eigen_qr(m: &M, eps: &N, niter: usize) -> (M, V) for k in 0 .. curdim { let x_i = unsafe { eigenvalues.unsafe_at((k, k)) }; let x_j = unsafe { eigenvalues.unsafe_at((k + 1, k)) }; - let r = (x_i * x_i + x_j * x_j).sqrt(); - let ctmp = x_i / r; - let stmp = -x_j / r; + + let ctmp; + let stmp; + + if x_j.abs() < *eps { + ctmp = N::one(); + stmp = N::zero(); + } + else if x_i.abs() < *eps { + ctmp = N::zero(); + stmp = -N::one(); + } + else { + let r = x_i.hypot(x_j); + ctmp = x_i / r; + stmp = -x_j / r; + } c[k] = ctmp; s[k] = stmp; diff --git a/tests/mat.rs b/tests/mat.rs index 72c14877..afae18d8 100644 --- a/tests/mat.rs +++ b/tests/mat.rs @@ -104,6 +104,21 @@ macro_rules! test_eigen_qr_impl( assert!(na::approx_eq_eps(&randmat, &recomp, &1.0e-2)); } + + for _ in (0usize .. 10000) { + let randmat : $t = random(); + // Take only diagonal part + let randmat: $t = Diag::from_diag(&randmat.diag()); + let (eigenvectors, eigenvalues) = na::eigen_qr(&randmat, &1e-13, 100); + + let diag: $t = Diag::from_diag(&eigenvalues); + let recomp = eigenvectors * diag * na::transpose(&eigenvectors); + println!("eigenvalues: {:?}", eigenvalues); + println!(" mat: {:?}", randmat); + println!("recomp: {:?}", recomp); + + assert!(na::approx_eq_eps(&randmat, &recomp, &1.0e-2)); + } } );