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Linear Algebra and its Applications
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Linear Algebra and its Applications
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The resolvent average for positive semidefinite matrices

Authors: Bauschke, Heinz H.; Moffat, Sarah M.; Wang, Xianfu;

The resolvent average for positive semidefinite matrices

Abstract

We define a new average - termed the resolvent average - for positive semidefinite matrices. For positive definite matrices, the resolvent average enjoys self-duality and it interpolates between the harmonic and the arithmetic averages, which it approaches when taking appropriate limits. We compare the resolvent average to the geometric mean. Some applications to matrix functions are also given.

Related Organizations
Keywords

Arithmetic mean, 47A64; 15A45; 15A24; 47H05; 90C25, Proximal average, harmonic mean, Harmonic mean, 15A45, Arithmetic average, 90C25, arithmetic mean, 15A24, Positive matrices and their generalizations; cones of matrices, Positive semi-definite matrix, Convex function, Convex functions and convex programs in convex geometry, Operator means involving linear operators, shorted linear operators, etc., resolvent average, 47A64, FOS: Mathematics, Discrete Mathematics and Combinatorics, harmonic average, convex function, Numerical Analysis, Harmonic average, Algebra and Number Theory, proximal average, 47H05, subdifferential, arithmetic average, Geometric mean, Functional Analysis (math.FA), Resolvent average, positive semidefinite matrix, Mathematics - Functional Analysis, Miscellaneous inequalities involving matrices, Fenchel conjugate, Löwner partial ordering, Geometry and Topology, Subdifferential

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
21
Average
Top 10%
Top 10%
Green
hybrid