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Bruno Iannazzo

Researcher at University of Perugia

Publications -  45
Citations -  965

Bruno Iannazzo is an academic researcher from University of Perugia. The author has contributed to research in topics: Matrix (mathematics) & Matrix function. The author has an hindex of 15, co-authored 43 publications receiving 852 citations.

Papers
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Book

Numerical Solution of Algebraic Riccati Equations

TL;DR: This concise and comprehensive treatment of the basic theory of algebraic Riccati equations describes the classical as well as the more advanced algorithms for their solution in a manner that is accessible to both practitioners and scholars.
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Computing the Karcher mean of symmetric positive definite matrices

TL;DR: An iterative method is presented and analyzed for approximating the Karcher mean of a set of n n positive denite and its values are compared with known values.
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On the Doubling Algorithm for a (Shifted) Nonsymmetric Algebraic Riccati Equation

TL;DR: Nonsymmetric algebraic Riccati equations for which the four coefficient matrices form an irreducible singular $M$-matrix, which arises in the study of Markov models, are considered.
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A Fast Newton's Method for a Nonsymmetric Algebraic Riccati Equation

TL;DR: The original equation is transformed into an equivalent Riccati equation where the singularity is removed while the matrix coefficients maintain the same structure as in the original equation, leading to a quadratically convergent algorithm with complexity $O(n^2)$ which provides approximations with full precision.
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The Riemannian Barzilai-Borwein method with nonmonotone line search and the matrix geometric mean computation

TL;DR: The Barzilai-Borwein method with nonmonotone line-search is shown to be competitive in several Riemannian optimization problems and notably outperforms existing first-order optimization methods.