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

X1:=n=1sn(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, X1=TrX\|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 2\ell^2, diag(an)\mathrm{diag}(a_n) is trace-class iff nan<\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.