Twice differentiable spectral functions (Q2784352)
From MaRDI portal
| This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Twice differentiable spectral functions |
scientific article; zbMATH DE number 1732247
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Twice differentiable spectral functions |
scientific article; zbMATH DE number 1732247 |
Statements
23 April 2002
0 references
spectral function
0 references
twice differentiable
0 references
eigenvalue optimisation
0 references
semidefinite program
0 references
symmetric function
0 references
perturbation theory
0 references
Hadamard product
0 references
Hessian
0 references
Euclidean space of symmetric matrices
0 references
inner product
0 references
Twice differentiable spectral functions (English)
0 references
The basic elements of the paper are \(S^{n}\) as the Euclidean space of all \(n\times n\) symmetric matrices with inner product \(<A,B>=\)tr\((A\cdot B)\), the vector \(\lambda (A)=(\lambda_{1}(A),\lambda_{2}(A),\dots\lambda{n}(A))\) of its eigenvalues ordered in nonincreasing order and a symmetric function \(f:\mathbb{R}^{n}\mapsto \mathbb{R}\). Firstly, the authors prove some results on \(S^{n}\) and for the symmetric function (\(f(x)=f(P(x))\) for any permutation matrix \(P\) on \(x\)).NEWLINENEWLINEThe main result gives the condition for a symmetric function to be twice differentiable. So, the symmetric function \(f\) is \(C^{2}\) at the point \(\mu\) iff \(f\circ \lambda\) is \(C^{2}\) at the point Diag\(\mu\). For a symmetric matrix \(A\) the symmetric function \(f\) is \(C^{2}\) at the point \(\lambda (A)\) iff the spectral function \(f\circ \lambda\) is \(C^{2}\) at the matrix \(A\). In the both theorems the expression of the Hessian is given.
0 references