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On Eigenvalue Optimization

SIAM Journal on Optimization, 1995
Summary: We study optimization problems involving eigenvalues of symmetric matrices. One of the difficulties with numerical analysis of such problems is that the eigenvalues, considered as functions of a symmetric matrix, are not differentiable at those points where they coalesce. We present a general framework for a smooth (differentiable) approach to
Alexander Shapiro 0001   +1 more
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On the higher eigenvalues for the $\infty$ -eigenvalue problem

Calculus of Variations and Partial Differential Equations, 2005
The authors consider a nonlinear eigenvalue problem associated with a limiting version of the \(p\)-Laplacian for \(p=\infty\). Namely, if \(\Omega\) is an open subset of \(\mathbb R^n\), \(S_{n\times n}\) is the set of \(n\times n\) real symmetric matrices with real entries, the authors consider the nonlinear problem \( F_{\Lambda}(u,Du,D^2u)=0\) in \(
Juutinen, Petri, Lindqvist, Peter
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Computation of Selected Eigenvalues of Generalized Eigenvalue Problems

Journal of Computational Physics, 1993
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Nayar, Narinder, Ortega, James M.
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On the computation of all eigenvalues for the eigenvalue complementarity problem

Journal of Global Optimization, 2014
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Luís M. Fernandes   +3 more
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A note on unimodular eigenvalues for palindromic eigenvalue problems

International Journal of Computer Mathematics, 2012
We consider the occurrence of unimodular eigenvalues for palindromic eigenvalue problems associated with the matrix polynomial where A i *= A n − i with M * ≡ M T, M H or . From the properties of palindromic eigenvalues and their characteristic polynomials, we show that eigenvalues are not generically excluded from the unit circle, thus
Chun-Yueh Chiang   +2 more
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On Eigenvalues and Annealing Rates

Mathematics of Operations Research, 1988
We evaluate asymptotically the eigenvalues of transition rate matrices (Qijϵ)i,j=1n with Qijϵ ∼ exp(−(U(j) − U(i))+/ϵ) for some function U using Ventcel's graphic method. As a consequence, we can compare the “nearly optimal” annealing rate in (Gidas, B. 1985. Global optimization via the Langevin equation. Proc. 24th IEEE Conf. Decision and Control, Ft.
Tzuu-Shuh Chiang, Yunshyong Chow
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Quaternionic Eigenvalues

Bulletin of the London Mathematical Society, 1985
The author proves that an \(n\times n\) matrix A with quaternion entries has a quaternion eigenvalue \(\lambda\) in the sense that \(\lambda\) I-A fails to be invertible.
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The BR Eigenvalue Algorithm

SIAM Journal on Matrix Analysis and Applications, 1999
A new algorithm for computing the eigenvalues of a narrow-band, nearly tridiagonal upper Hessenberg matrix is introduced. The method called BR algorithm belongs to the family of the QR algorithms. The new method works well in conjuction with the look-ahead Lanczos process: it attempts to exploit and preserve the structure of the auxiliary matrix ...
Geist, G. A.   +2 more
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Eigenvalues and eigenvectors

2007
Eigenvalues and the associated eigenvectors of an endomorphism of a vector space are defined and studied, as is the spectrum of an endomorphism. The characteristic polynomial of a matrix is considered and used to define the characteristic polynomial of the endomorphism of a finitely-generated vector space.
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Isoperimetric Inequalities and Eigenvalues

SIAM Journal on Discrete Mathematics, 1997
Summary: An upper bound is given on the minimum distance between \(i\) subsets of same size of a regular graph in terms of the \(i\)th largest eigenvalue in absolute value. This yields a bound on the diameter in terms of the \(i\)th largest eigenvalue for any integer \(i\). Our bounds are shown to be asymptotically tight for explicit families of graphs
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