All-order trace derivative positivity conjecture

Let kk be a positive integer, let f:(a,b)Rf:(a,b)\to\mathbb{R} have non-negative kkth derivative in the distributional sense, and let A,BA,B be n×nn\times n matrices. For odd kk, additionally assume that BB is positive semidefinite. Define

ttrf(A+tB).t\mapsto \operatorname{tr} f(A+tB).

All-order trace derivative positivity conjecture. The function ttrf(A+tB)t\mapsto\operatorname{tr} f(A+tB) has non-negative kkth derivative.

The paper proves the analogous assertion for fourth derivatives without a positivity assumption on BB, and for third derivatives when BB is positive semidefinite. The conjecture extends these results to every positive integer order; the general case remains open.

Sources & referencesView supporting material

Primary source

Otte Heinävaara, “Planes in Schatten-3”, arXiv:2207.12812 (2022).

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