Eigenvalue location of certain matrices arising in convergence analysis problems

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Abstract

We give simple formulas for the eigenvalues of a certain type of matrices occurring in some convergence analysis problems. Application of the result to a pseudo-linear regression algorithm gives explicit necessary and sufficient conditions for local convergence. © 1982.

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Stoica, P., Holst, J., & Söderström, T. (1982). Eigenvalue location of certain matrices arising in convergence analysis problems. Automatica, 18(4), 487–489. https://doi.org/10.1016/0005-1098(82)90079-6

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