Let HH be a . A X:H→HX:H\to H is trace-class if its are summable:

∥X∥1:=∑n=1∞sn(X)<∞.\|X\|_1:=\sum_{n=1}^{\infty}s_n(X)<\infty.

The singular values include multiplicities and a zero tail for finite-rank operators. The displayed sum is the trace norm.

Trace

For a trace-class operator, the is defined and independent of the orthonormal basis. Equivalently, ∥X∥1=Tr⁡∣X∣\|X\|_1=\operatorname{Tr}|X|, with the positive operator trace interpreted as a possibly infinite sum before imposing finiteness.

Remarks

The principal properties used in Shale's paper are:

Examples
  • On ℓ2\ell^2, diag(an)\mathrm{diag}(a_n) is trace-class iff ∑n∣an∣<∞\sum_n |a_n|<\infty.
References
  1. Dan-Virgil Voiculescu, Math 209: Von Neumann Algebras, notes by Leonard Tomczak, UC Berkeley, Spring 2024. Lecture notes, §4, pp. 7–8, Proposition 4.1 and the singular-value expansion.