For graphs and , the Ramsey number is the least such that every -vertex graph contains or its complement contains . Burr's construction gives , where is the chromatic number of and is the smallest color class in a -coloring of ; the cycle is called -good when equality holds. Pokrovskiy and Sudakov conjectured that some absolute constant makes -good for every graph with at least one edge and every , and Kuang and Wang (2026) proved this, but with an unspecified 'sufficiently large' constant, while star examples force any such constant to be at least . The open problem is to determine the optimal constant exactly: currently and is bounded above only by an ineffective constant, and even for complete bipartite the best published threshold is . The focal question is whether , that is, whether is -good for every graph with at least one edge and every integer ; whether goodness also holds at the borderline decides whether this optimal constant is attained and would in particular settle the Allen–Brightwell–Skokan conjecture for cycles.
Background
For graphs and , the Ramsey number is the smallest integer such that every graph on vertices contains as a subgraph or its complement contains as a subgraph. Exact Ramsey numbers are notoriously hard to determine, and one of the most successful frameworks for exact off-diagonal results (i.e., results where the two graphs differ) is Ramsey goodness, introduced by Burr and Erdős.
Write for the chromatic number of (the least number of colors needed to color the vertices so that adjacent vertices get different colors), and for the minimum, over all proper -colorings of , of the size of the smallest color class. Burr observed that when is connected and , the disjoint union of cliques on vertices and one clique on vertices contains no copy of , while its complement — a complete multipartite graph, i.e., a graph whose vertices split into independent parts with all possible edges between different parts — contains no copy of ; consequently . Following Burr and Erdős, is called -good when equality holds, meaning this elementary construction already determines the Ramsey number exactly.
Cycles were the classical test case. The Ramsey numbers of two cycles were determined in the 1970s, and Bondy and Erdős proved that the -vertex cycle is -good whenever ; Erdős, Faudree, Rousseau and Schelp conjectured that already suffices (apart from the exceptional pair ), Nikiforov proved it for , and Keevash, Long and Skokan later showed that for large the much weaker condition suffices, best possible up to the value of the constant . For paths versus graphs with at least one edge, Pokrovskiy and Sudakov proved that the -vertex path is -good whenever — an explicit constant was thus available for paths long before the cycle case.
For cycles versus a graph with at least one edge, Burr proved that is -good for all sufficiently large (for each fixed ), with no effective bound. Allen, Brightwell and Skokan conjectured the explicit threshold . Pokrovskiy and Sudakov proved a linear bound under the additional hypothesis , and conjectured that some absolute constant suffices with no hypothesis at all. Haslegrave, Hyde, Kim and Liu came within a logarithmic factor, proving goodness whenever ; they also constructed complete multipartite graphs for which is not -good when , showing that some linear condition is genuinely necessary, and asked whether the logarithmic factor could be removed. Montgomery's survey for the 2026 International Congress of Mathematicians on expansion methods in graph theory highlighted the Pokrovskiy–Sudakov conjecture as Conjecture 9.2. In July 2026, Kuang and Wang resolved it: there is an absolute constant such that for every graph with at least one edge and every . Their proof combines a variable-rate form of sublinear expansion (an expansion technique in which the required neighborhood growth of a vertex set depends sublinearly on its size, used to build long paths and cycles of prescribed length) with a 'protected switcher' — an auxiliary structure containing paths of every length in a wide interval, used to adjust a cycle's length to exactly .
The resolution, however, says nothing quantitative about the constant. The proof chooses 'sufficiently large' and never evaluates it, and even the bipartite case it imports from Pokrovskiy–Sudakov requires before is known. On the other side, goodness can fail for ratios arbitrarily close to from below: take the star (one center vertex joined to leaves, so and ) and ; the complete bipartite graph on vertices contains no odd cycle, and its complement, two disjoint -cliques, has maximum degree and so contains no ; hence , while . Thus any admissible constant is at least , and the exact sharp threshold for cycle goodness versus general graphs — the subject of this problem — sits somewhere inside an enormous gap.
Problem Statement
Define
the optimal constant in the linear Ramsey-goodness threshold for cycles versus general graphs. Equivalently, is the supremum of the failure ratios over all pairs with not -good; it is an infimum of admissible constants and need not be attained. By the theorem of Kuang and Wang, is finite; by their star example, . Determine exactly.
Establishing amounts to proving that is -good — i.e., — for every graph with at least one edge and every integer for some explicit constant , with no hypothesis on , , or the structure of ; and constructing, for every , a graph with at least one edge and an integer with not -good.
The focal case is whether , that is, whether is -good for every graph with at least one edge and every integer ; whether goodness also holds at the borderline (in contrast to the known failures at ) decides whether the infimum is attained, and is part of the determination. If , the graphs forcing the larger threshold are of independent interest. In either case, the constant must be pinned from both sides.
References
- Peiru Kuang, Yan Wang, An Optimal Bound for Ramsey Goodness of Cycles, arXiv:2607.26956 (2026), DOI 10.48550/arxiv.2607.26956, https://arxiv.org/abs/2607.26956
- Alexey Pokrovskiy, Benny Sudakov, Ramsey Goodness of Cycles, SIAM Journal on Discrete Mathematics 34 (2020), 1884–1908, DOI 10.1137/18M1199125, arXiv:1807.02313, https://arxiv.org/abs/1807.02313
- John Haslegrave, Joseph Hyde, Jaehoon Kim, Hong Liu, Ramsey numbers of cycles versus general graphs, Forum of Mathematics, Sigma 11 (2023), Paper No. e10, DOI 10.1017/fms.2023.6, arXiv:2112.03893, https://arxiv.org/abs/2112.03893
- Peter Allen, Graham Brightwell, Jozef Skokan, Ramsey-goodness—and otherwise, Combinatorica 33 (2013), 125–160, DOI 10.1007/s00493-013-2778-4, arXiv:1010.5079, https://arxiv.org/abs/1010.5079
- Richard Montgomery, Recent progress in graph theory using expansion, Proceedings of the International Congress of Mathematicians 2026, Vol. 6: Invited Lectures (Sections 12–14), SIAM (2026), 179–198, DOI 10.1137/25m1807915, arXiv:2607.26049, https://arxiv.org/abs/2607.26049
- S. A. Burr, Ramsey numbers involving graphs with long suspended paths, Journal of the London Mathematical Society (2) 24 (1981), 405–413, DOI 10.1112/jlms/s2-24.3.405
- P. Erdős, R. J. Faudree, C. C. Rousseau, R. H. Schelp, On cycle-complete graph Ramsey numbers, Journal of Graph Theory 2 (1978), 53–64, DOI 10.1002/jgt.3190020107
- V. Nikiforov, The Cycle-Complete Graph Ramsey Numbers, Combinatorics, Probability and Computing 14 (2005), 349–370, DOI 10.1017/S096354830400642X
- Peter Keevash, Eoin Long, Jozef Skokan, Cycle-Complete Ramsey Numbers, International Mathematics Research Notices (2021), 275–300, DOI 10.1093/imrn/rnz119
- J. A. Bondy, P. Erdős, Ramsey numbers for cycles in graphs, Journal of Combinatorial Theory, Series B 14 (1973), 46–54, DOI 10.1016/S0095-8956(73)80005-X
- Alexey Pokrovskiy, Benny Sudakov, Ramsey goodness of paths, Journal of Combinatorial Theory, Series B 122 (2017), 384–390, DOI 10.1016/j.jctb.2016.06.009
- Shaonan Mi, Ye Wang, Ramsey goodness of complete multipartite graphs with one large part, arXiv:2605.26826 (2026), https://arxiv.org/abs/2605.26826
- Abisek Dewan, Sayan Gupta, Rajiv Mishra, On Ramsey goodness of versus cycles, arXiv:2605.06253 (2026), https://arxiv.org/abs/2605.06253