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. Entries with an asterisk (*) are Cayley graphs.

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.)

Δ   \ D  2 3 4 5 6 7 8 9 10
3 10 20 38 70 132 196 360 600 1 250
4 15 41 104 364 746 1 320 3 243 7 766 18 369
5 24 72 252 650 2 794 5 894 17602 * 57 840 * 187 056
6 * 32 120 441 1 518 7 984 * 20 400 * 78 561 * 331 387 * 1 254 594
7 50 170 684 2 758 * 12 264 * 56 952 * 254 268 * 1 224 680 * 6 007 230
8 57 * 253 * 1 100 * 5 334 39 792 * 137 082 * 744 878 * 4 243 860 * 24 914 017
9 74 585 * 1 640 * 8 802 * 76 113 * 298 840 * 1 857 060 * 12 439 224 * 71 808 556
10 91 650 * 2 485 33 397 135 056 * 605 280 * 4 387 740 * 30 480 377 * 221 662 027
11 106 715 3 235 36 563 182 618 * 1 152 900 * 9 260 784 * 72 933 102 * 600 380 000
12 133 791 5 832 41 699 359 772 * 2 007 474 * 17 358 227 * 159 046 249 * 1 506 256 891
13 162 868 6 611 50 750 534 234 * 3 528 248 * 35 140 224 * 304 076 768 * 3 077 200 700
14 183 1 094 8 303 88 452 816 294 6 200 460 * 58 498 013 * 600 134 477 * 7 041 746 199
15 189 1 539 11 780 100 000 1 424 472 * 9 372 402 * 92 554 668 * 1 171 998 164 * 10 012 349 898
16 216 1 920 16 384 147 456 1 779 528 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: October 6, 2026.
Go back in time and have a snapshot of this table at different moments after 1995 thanks to the internet archive project.