Math 2.0

Operator theory Theorem

Löwner's theorem

Builds on Operator monotone functionIntervalHermitian matrixLoewner order

Statement

Let a<ba < b be real numbers, possibly a=−∞a = -\infty or b=∞b = \infty, and let f ⁣:(a,b)→ℝf \colon (a, b) \to \R. Let ℍ={z∈ℂ:Im⁡z>0}\mathbb{H} = \set{z \in \C : \operatorname{Im} z > 0} be the upper half-plane. Then ff is operator monotone on (a,b)(a, b) if and only if there is a holomorphic function FF on ℂ∖((−∞,a]∪[b,∞))\C \setminus \bigl( (-\infty, a] \cup [b, \infty) \bigr) such that:

  1. F(t)=f(t)F(t) = f(t) for all t∈(a,b)t \in (a, b);
  2. F(zˉ)=F(z)‾F(\bar z) = \overline{F(z)} for all zz in the domain of FF;
  3. Im⁡F(z)≥0\operatorname{Im} F(z) \ge 0 for all z∈ℍz \in \mathbb{H}.

Remarks

So an operator monotone function is real analytic, and it extends to a holomorphic map from ℍ\mathbb{H} into the closed upper half-plane, a so-called Pick function. Example: for 0<p<10 < p < 1, the function tpt^p on (0,∞)(0, \infty) extends to zpz^p with the principal branch. It maps ℍ\mathbb{H} into the sector of arguments between 00 and pπp\pi, which lies in ℍ\mathbb{H}, so tpt^p is operator monotone. In the same way log⁡t\log t is operator monotone on (0,∞)(0, \infty), since log⁡z\log z maps ℍ\mathbb{H} into the strip 0<Im⁡w<π0 < \operatorname{Im} w < \pi. In contrast, z2z^2 maps −1+i∈ℍ-1 + i \in \mathbb{H} to −2i-2i, so t2t^2 is not operator monotone on (0,∞)(0, \infty). One route to the proof goes through divided differences. A function ff of class C1C^1 is operator monotone if and only if the following holds for all points t1,…,tnt_1, \dots, t_n of (a,b)(a, b). The matrix with entries (f(ti)−f(tj))/(ti−tj)(f(t_i) - f(t_j)) / (t_i - t_j) off the diagonal and f′(ti)f'(t_i) on the diagonal is positive semidefinite.

Going deeper

For a student

The theorem gives integral representations of operator monotone functions, through the Nevanlinna representation of Pick functions. It explains at once why tpt^p is operator monotone on (0,∞)(0, \infty) exactly for 0≤p≤10 \le p \le 1. Operator monotone functions appear in matrix inequalities, in the theory of operator means and in quantum information.

Reading path

To understand this page from the ground up, read these 5 pages in order. The foundations come first.

Show the path as a graph
Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
  • no evidence level
  1. Hermitian matrix concept
  2. Interval concept
  3. Loewner order concept
  4. Operator monotone function concept
  5. Löwner's theorem statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Operator_monotone_function
About this page
TagPA7ZQ6C6SP
URIm2://PA7ZQ6C6SP
Kindstatement, theorem
WritingW0 stub
MSC47A63, 15A45, 30E20
StatusThis copy of the site has no build data. Run m2 status PA7ZQ6C6SP.
AboutOperator monotone function
UsesOperator monotone function, Interval, Hermitian matrix, Loewner order
Changed2 November 2026

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