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zbMATH Open
Article . 2000
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Dissertationes Mathematicae
Article . 2000 . Peer-reviewed
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The calculus of operator functions and operator convexity

Authors: Brown, A. L.; Vasudeva, H. L.;

The calculus of operator functions and operator convexity

Abstract

The functional calculus allows us to associate to every function \(f:J\to{\mathbb{R}}\) the operator function \(Of:{\mathcal S}_J({\mathcal H})\to{\mathcal S}({\mathcal H})\), \(A\mapsto f(A)\), where \({\mathcal S}({\mathcal H})\) denotes the real vector space of self-adjoint operators on a finite-dimensional complex Hilbert space and \({\mathcal S}_J({\mathcal H})\) stands for the set of all \(A\in{\mathcal S}({\mathcal H})\) having the spectrum in the interval \(J\subseteq{\mathbb{R}}\). Similarly, if \(J'\subseteq{\mathbb{R}}\) is another interval, \({\mathcal H}'\) is another finite-dimensional complex Hilbert space and \(f:J\times J'\to{\mathbb{R}}\), then one can construct a two-variable operator function \(Of:{\mathcal S}_J({\mathcal H})\times{\mathcal S}_{J'}({\mathcal H}') \to{\mathcal S}({\mathcal H}\otimes{\mathcal H}')\). In its first part, the paper under review is concerned with relations between differentiability properties of \(f\) and \(Of\), and with continuity properties of the map \(f\mapsto Of\) (in both one- and two-variable cases) as well. Several interesting connections between the operator function \(Of\) and its differential are pointed out when the function \(f:J\to{\mathbb{R}}\) is continuously differentiable. In the second part of the paper, the convex cone \({\mathcal OC}_2\) of operator convex functions \(f:(-1,1)\times(-1,1)\to{\mathbb{R}}\) is studied. (A function \(f\) is called operator convex whenever the associated operator function \(Of\) is convex.) A certain three-parameter family of faces of the convex cone \({\mathcal OC}_2\) is investigated.

Related Organizations
Keywords

Functional calculus for linear operators, convex function, self-adjoint operator, face, operator convex functions, operator monotone function, convex cone, Continuous and differentiable maps in nonlinear functional analysis, Fréchet differentiability, Calculus of vector functions, Linear operator inequalities, Convex sets in topological vector spaces (aspects of convex geometry), Convexity of real functions of several variables, generalizations

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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!
2
Average
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