A note on computing matrix geometric means

被引:0
作者
Dario Andrea Bini
Bruno Iannazzo
机构
[1] Università di Pisa,Dipartimento di Matematica
[2] Università di Perugia,Dipartimento di Matematica e Informatica
来源
Advances in Computational Mathematics | 2011年 / 35卷
关键词
Matrix geometric mean; Matrix function; Riemannian centroid; Geodesic; 65F30; 15A15;
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摘要
A new definition is introduced for the matrix geometric mean of a set of k positive definite n×n matrices together with an iterative method for its computation. The iterative method is locally convergent with cubic convergence and requires O(n3k2) arithmetic operations per step whereas the methods based on the symmetrization technique of Ando et al. (Linear Algebra Appl 385:305–334, 2004) have complexity O(n3k!2k). The new mean is obtained from the properties of the centroid of a triangle rephrased in terms of geodesics in a suitable Riemannian geometry on the set of positive definite matrices. It satisfies most part of the ten properties stated by Ando, Li and Mathias; a counterexample shows that monotonicity is not fulfilled.
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页码:175 / 192
页数:17
相关论文
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