Diagonal entries of the average mixing matrix
Chris Godsil, Krystal Guo, Mariia Sobchuk

TL;DR
This paper investigates the properties of the diagonal entries of the average mixing matrix in continuous quantum walks, focusing on extremal values and specific graph classes with constant diagonals.
Contribution
It classifies graphs with maximum trace of the average mixing matrix and provides constructions for graphs with constant diagonal entries.
Findings
Identified graphs with maximum and minimum trace of the average mixing matrix.
Classified graphs with constant diagonal entries in their average mixing matrices.
Provided explicit constructions for certain classes of graphs.
Abstract
We study the diagonal entries of the average mixing matrix of continuous quantum walks. The average mixing matrix is a graph invariant; it is the sum of the Schur squares of spectral idempotents of the Hamiltonian. It is non-negative, doubly stochastic and positive semi-definite. We investigate the diagonal entries of this matrix. We study the graphs for which the trace of the average mixing matrix is maximum or minimum and we classify those which are maximum. We give two constructions of graphs whose average mixing matrices have constant diagonal.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGraph theory and applications · graph theory and CDMA systems · Markov Chains and Monte Carlo Methods
