The (Degree, Diameter) Problem for Graphs



My home page at UPC (Universitat Politècnica de Catalunya) is Francesc Comellas
You can download the full contents of this page (including subdirectories, descriptions and adjacency list of the graphs, figures, etc. aprox. 120 MB ) from "Table of Large Degree/Diameter Graphs", Mendeley Data (2026), doi: 10.17632/d75dzbjd4k. . See also "Table of large graphs with given degree and diameter". doi: 10.48550/arXiv.2406.18994v2 [Co26].
This web page, along with all associated pages and files, is AI-free (except for some SageMath scripts that were created with the help of ChatGPT).

A graph, G=(V,E), consists of a non empty finite set V of elements called vertices and a set E of pairs of elements of V called edges. The number of vertices N=|G|=|V| is the order of the graph. If (x,y) is an edge of E, we say that x and y (or y and x) are adjacent and this is usually written x --> y. It is also said that x and y are the endvertices of the edge (x,y). The degree of a vertex δ(x) is the number of vertices adjacent to x. The degree of G is Δ=max_{x ∈ V} δ(x). A graph is regular of degree Δ or Δ - regular if the degree of all vertices equal Δ. The distance between two vertices x and y, d(x,y) , is the number of edges of a shortest path between x and y , and its maximum value over all pair of vertices, D=max_{x, y ∈ V}d(x,y) , is the diameter of the graph. A (Δ,D) graph is a graph with maximum degree Δ and diameter at most D. The order of a graph with degree Δ, Δ > 2), of diameter D is easily seen to be bounded by

1 + Δ + Δ (Δ-1) + ...+ Δ (Δ-1) D-1 = (Δ (Δ-1)D -2) / (Δ-2) = N(Δ, D)

Hoffman and Singleton introduced the concept of Moore graphs, after Edward Forrest Moore, as graphs attaining this value, known as Moore bound. They also showed that, for D ≥ 2 and Δ ≥ 3, Moore graphs exist for D=2 and Δ =3,7 , and (perhaps) 57, see [HoSi60]. In this context, it is of great interest to find graphs which for a given maximum diameter and maximum degree have a number of vertices as close as possible to the Moore bound.

The following table give the state of the art regarding the LARGEST KNOWN (Δ ,D)-GRAPHS. Entries in boldface are optimal.

Click a position to view more information about that entry, such as graph construction details, the Moore bound, author, references, and more. Entries with a border include a SageMath script to compute their relevant properties. Adjacency lists are available for download for most graphs with small order (fewer than 20,000).


LARGEST KNOWN (Δ,D)-GRAPHS

( ⚠ Warning: 🛠 Updating !)

Click on the value to get information about the graph (author, reference, adjacency list, etc.)
Latest Updates: September 2026 (5,6),(6,6),(8,7),(15,5); August 2026 (4,9), (4,4), (12,4), (9,7), (11,7), (13,5), (11,4),(13,4),(14,4),(4,10), (5,8), (6,8), (8,5),(8,10),
(9,5),(10,4),(10,5),(11,5),(12,3),(12,7),(12,10),(14,10),(16,3),(16,9),(16,10), (14,5), (15,2), (15,3), (4,6) ; July 2026 (12,5), (16,5), (14,3); April 2026 (6,7); January 2026 (5,5).

Δ   \ D  2 3 4 5 6 7 8 9 10
3 10 20 38 70 132 196 360 600 1 250
4 15 41 104 364 745 1 320 3 243 7 766 18 369
5 24 72 212 648 2 783 5 516 17602 57 840 187 056
6 32 111 390 1 518 7 937 20 319 77 343 331 387 1 253 751
7 50 168 672 2 756 12 264 53 456 254 268 1 223 050 6 007 230
8 57 253 1 100 5 253 39 672 135 621 735 105 4 243 100 24 914 017
9 74 585 1 640 8 802 75 893 286 770 1 697 688 12 123 288 65 866 350
10 91 650 2 485 14 047 134 690 589 734 4 293 452 27 997 191 201 038 922
11 104 715 3 220 20 952 156 864 1 031 240 7 442 328 72 933 102 600 380 000
12 133 790 4 707 34 992 359 772 2 006 692 15 924 326 158 158 875 1 506 256 891
13 162 856 6 587 43 890 531 440 3 322 080 29 927 790 249 155 760 3 077 200 700
14 183 1 053 8 255 61 307 816 294 6 200 460 55 913 932 600 123 780 7 041 746 199
15 188 1 224 11 736 82 684 1 417 248 8 599 986 90 001 236 1 171 998 164 10 012 349 898
16 200 1 610 14 687 147 456 1 771 560 14 882 658 140 559 416 2 025 135 681 12 951 452 377


Updates after 1980.
Please, send new results to: francesc.comellas@upc.edu ( Francesc Comellas, who maintains this WWW table).
See also the Combinatorics Wiki web site

  References


Created: January, 1995 in collaboration with Charles Delorme. Last changed: September 12, 2026.
Go back in time and have a snapshot of this table at different moments after 1995 thanks to the internet archive project.