Research Article

Verified Error Bounds for Real Eigenvalues of Real Symmetric and Persymmetric Matrices

Algorithm 1

VerifyEig.
Input: an symmetric or persymmetric matrix; : the tolerance of numerical rank.
Output { }, , and an index set .
Step 1 Use eig code to calculate all distinct real eigenvalues {} of .
Step 2 For each , compute the singular value decomposition of the matrix or .
Step 3 Solve (25) and (27) or (29) and (31) to obtain Jacobi matrix .
Step 4 If is full rank, choose the index set such that is nonsingular.
Step 5 Compute the constants by (36).
Step 6 Compute the constant by (38).
Step 7 If , then compute by (5).
Step 8 If , return , , and .