Exponential growth constant of diagonal Ramsey numbers ()
Exponential growth constant of diagonal Ramsey numbers: determine or improve its bounds; the repository records (lower) and 3.7919936995 (upper).
Editorial MSC2020 classification. Original article codes and source evidence are recorded in the literature directory.
Problem statement
is the limit (if it exists) of as , where the diagonal Ramsey number is the smallest integer such that every red/blue colouring of the edges of the complete graph contains a monochromatic copy of .
Lean 4
No Lean statement or proof is attached yet. Have a formalization? Share its source to add it to this problem.
Background
- The existence of the limit is open. For the purposes of this page, upper (resp. lower) bounds on should be interpreted as bounding the limit superior (resp. limit inferior).
- Determining 's existence and value is Erdős' problem 77 and Ramsey theory problem 3.
- Some subexponential improvements to , such as [Spe1977], are not displayed on the above tables.
- A simplified proof of an upper bound of for some is given in [BBCGHMST2024].
References (from the repository page)
- [ES1935] Erdős, P.; Szekeres, G. A combinatorial problem in geometry. Compositio Mathematica 2 (1935), 463–470.
- [Erd1947] Erdős, P. Some remarks on the theory of graphs. Bull. Amer. Math. Soc. 53 (1947), 292–294.
- [Spe1977] Spencer, J. Asymptotic lower bounds for Ramsey functions. Discrete Math. 20 (1977), 69–76. DOI: 10.1016/0012-365X(77)90044-9.
- [Tho1988] Thomason, A. An upper bound for some Ramsey numbers. J. Graph Theory 12 (1988), 509–517.
- [Con2009] Conlon, D. A new upper bound for diagonal Ramsey numbers. Ann. of Math. (2) 170 (2009), no. 2, 941–960.
- [Sah2023] Sah, A. Diagonal Ramsey via effective quasirandomness. Duke Math. J. 172 (2023), 545–567.
- [CGMS2023] Campos, M.; Griffiths, S.; Morris, R.; Sahasrabudhe, J. An exponential improvement for diagonal Ramsey. arXiv:2303.09521
- [GNNW2024] Gupta, P.; Ndiaye, N.; Norin, S.; Wei, L. Optimizing the CGMS upper bound on Ramsey numbers. arXiv:2407.19026
- [Gri26] Max Grinsztajn. Code and certificate for a Ramsey upper bound below 3.792. GitHub repository, 2026. https://github.com/maaxgrin/ramsey-3792-bound
- [BBCGHMST2024] Balister, P.; Bollobás, B.; Campos, M.; Griffiths, S.; Hurley, H.; Morris, R.; Sahasrabudhe, J.; Tiba, A. A shorter proof of the exponential improvement for diagonal Ramsey. arXiv:2403.02803
- [CFS2015] Conlon, D.; Fox, J.; Sudakov, B. Recent developments in graph Ramsey theory. Surveys in Combinatorics 2015, London Math. Soc. Lecture Note Series 424, 49–118.
- [GRS1990] Graham, R. L.; Rothschild, B. L.; Spencer, J. H. Ramsey Theory. 2nd ed., Wiley, 1990.
Progress & source assessment
Repository table (commit 2c1968c, 26 September 2026): best known lower bound ; best known upper bound 3.7919936995. Values marked with an asterisk have minimal verification.
Known upper bounds
| Bound | Reference | Comments |
|---|---|---|
| [ES1935] | ||
| [CGMS2023] | A simpler proof with is also provided | |
| [GNNW2024] | Optimizes parameters in the [CGMS2023] approach | |
| [Gri26] | Computer-assisted verification using Theorem 13 and Lemma 14 of [GNNW2024] |
Known lower bounds
| Bound | Reference | Comments |
|---|---|---|
| [Erd1947] | Introduces Erdős’ probabilistic method |
- [1]Davis, Damek; Ivanisvili, Paata; Tao, Terence (maintainers). Optimization Constants in Mathematics, github.com/teorth/optimizationproblems (commit 2c1968c, 26 September 2026). — Exponential growth constant of diagonal Ramsey numbers ($C_{17}$) linkApache-2.0 (repository license); constant pages reproduced with attribution; repository references retained.
Recorded progress
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