Open problem, Combinatorics and discrete mathematics, posed 1930
Value of the Ramsey number R(5,5)
Determine the exact diagonal Ramsey number : the smallest positive integer such that every -coloring of the edges of the complete graph contains a monochromatic copy of (equivalently, every simple graph on vertices contains either a clique of size or an independent set of size ).
As of 2026, the best known bounds are . The lower bound comes from known -graphs (all sharing the same graphs and their complements), and because exhaustive heuristic searches have never found a -graph, McKay and Radziszowski conjectured that . The upper bound is due to Angeltveit and McKay (2024 preprint), who combined linear programming on edge-triangle-quadruple densities with a massive parallel extension of -subgraphs.
Best known results
- The exact value satisfies (Exoo 1989 for the lower bound; Angeltveit and McKay 2024 preprint for the upper bound).
- Exactly non-isomorphic -graphs exist, and their neighborhood gluing rules constrain any hypothetical -graph for .
Tools and where they stop
| Tool | Achieved | Where it stops |
|---|---|---|
| Subgraph-density linear programming and neighborhood extension (McKay–Radziszowski, Angeltveit–McKay) | Uses the fact that the neighborhood and non-neighborhood of any vertex in a -graph must be and graphs to eliminate . | As approaches , vertex degrees fall in the range where the catalog of -graphs explodes into trillions of isomorphism types. |
Open questions
- Is , as conjectured by McKay and Radziszowski?
- Are the known -graphs the complete set of all extremal -vertex graphs avoiding monochromatic ?
References
- Geoffrey Exoo (1989). A lower bound for r(5, 5) · DOI:10.1002/jgt.3190130113
- Brendan D. McKay, Stanisław P. Radziszowski (1997). Subgraph counting identities and Ramsey numbers · DOI:10.1006/jctb.1996.1741
- Vigleik Angeltveit, Brendan D. McKay (2024). R(5,5) <= 46 · arXiv:2409.15709 [preprint, not peer-reviewed]