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Numerical shadows: Measures and densities on the numerical range

Numerical shadows: measures and densities on the numerical range
Authors: Dunkl, Charles F.; Gawron, Piotr; Holbrook, John A.; Puchała, Zbigniew; Życzkowski, Karol;

Numerical shadows: Measures and densities on the numerical range

Abstract

For any operator $M$ acting on an $N$-dimensional Hilbert space $H_N$ we introduce its numerical shadow, which is a probability measure on the complex plane supported by the numerical range of $M$. The shadow of $M$ at point $z$ is defined as the probability that the inner product $(Mu,u)$ is equal to $z$, where $u$ stands for a random complex vector from $H_N$, satisfying $||u||=1$. In the case of N=2 the numerical shadow of a non-normal operator can be interpreted as a shadow of a hollow sphere projected on a plane. A similar interpretation is provided also for higher dimensions. For a hermitian $M$ its numerical shadow forms a probability distribution on the real axis which is shown to be a one dimensional $B$-spline. In the case of a normal $M$ the numerical shadow corresponds to a shadow of a transparent solid simplex in $R^{N-1}$ onto the complex plane. Numerical shadow is found explicitly for Jordan matrices $J_N$, direct sums of matrices and in all cases where the shadow is rotation invariant. Results concerning the moments of shadow measures play an important role. A general technique to study numerical shadow via the Cartesian decomposition is described, and a link of the numerical shadow of an operator to its higher-rank numerical range is emphasized.

37 pages, 8 figures

Keywords

Probability measures on topological spaces, Quantum state spaces, operational and probabilistic concepts, numerical shadow, FOS: Physical sciences, numerical range, probability measure, non-normal matrices, Hermitian matrices, FOS: Mathematics, Norms of matrices, numerical range, applications of functional analysis to matrix theory, Discrete Mathematics and Combinatorics, Hermitian, skew-Hermitian, and related matrices, normal matrices, Mathematical Physics, Numerical Analysis, Algebra and Number Theory, Probability measures, Numerical shadow, higher rank numerical range, Mathematical Physics (math-ph), Functional Analysis (math.FA), Mathematics - Functional Analysis, Higher-rank numerical range, Non-normal matrices, Geometry and Topology, Numerical range

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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!
9
Average
Top 10%
Top 10%
Green
hybrid