Jerrum's Glauber-dynamics conjecture for graph colorings

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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 q≥Δ+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.

References

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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