Jerrum's Glauber-dynamics conjecture for graph colorings

From papers

Let GG be a graph of maximum degree Δ\Delta, and consider the Glauber dynamics for sampling proper qq-colorings of GG. Jerrum's conjecture. The Glauber dynamics for sampling qq-colorings from GG mixes in polynomial time whenever qΔ+2q \geq \Delta+2. Efficient Glauber-dynamics sampling at this threshold would substantially improve the best general bounds for approximate sampling of proper colorings; the paper reports that the conjecture remains open, with known results requiring more colors.

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Primary source

Zongchen Chen, Kuikui Liu, Nitya Mani and Ankur Moitra, “Strong spatial mixing for colorings on trees and its algorithmic applications”, arXiv:2304.01954 (2024).

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