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Transmission-Minimal Regular Graph


A transmission-minimal regular graph is a connected r-regular graph G on n vertices whose graph transmission T(G) is minimum among all connected r-regular graphs on n vertices. Equivalently, for fixed n and r, such a graph minimizes the Wiener index and the mean distance.

The term is introduced here for this extremal class of graphs. Such graphs might also be described as extremal average-distance regular graphs or optimal average-distance regular graphs. A transmission-minimal regular graph should not be confused with a transmission-regular graph, which is a graph whose vertices all have the same vertex transmission. The word "regular" in transmission-minimal regular graph refers to vertex degree, not vertex transmission.

The same problem is posed for r-regular graphs by Knor et al. (2019). Knor et al. (2016) conjecture that, among all r-regular graphs on n vertices, the minimum Wiener index is attained by a graph with the minimum possible diameter. Closely related computational problems arise in the order/degree problem and the Graph Golf competition, where fixed-degree graphs with small diameter and average shortest path length are sought (Kitasuka et al. 2018, Graph Golf 2021). Transmission-minimal regular graphs often have other extremal properties (Rokicki, pers. comm., May 11, 2026). In fact, many such graphs are among the smallest cubic crossing number graphs and smallest quartic crossing number graphs.

Counts of small transmission-minimal cubic graphs are summarized in the following table (Knor et al. 2019). The examples column lists named representatives where available and elides additional unnamed graphs. The minimum transmissions and counts in the cubic table are indexed by half the number of vertices.

vertices count (OEIS A395987) minimum transmission (OEIS A395986) examples
6 2 21 utility graph K_(3,3), 3-prism graph
8 2 44 Wagner graph M_4 and one other
10 1 75 Petersen graph
14 7 189 Heawood graph, generalized Petersen graph GP(7,2), box graph, and 4 others
16 6 264 6 graphs
18 1 351 1 graph
20 1 450 1 graph
22 1 573 1 graph
24 1 708 McGee graph
26 2 871 CNG 9A, generalized Petersen graph GP(13,5)

For the displayed cubic rows with 10<=n<=20 vertices, the minimum transmissions are given by

Indeed, in a cubic graph on n>=10 vertices, each vertex has three vertices at distance 1 and at most six at distance 2, so T(u)>=3n-15 for every vertex u and hence

Equality holds exactly when, for every vertex u, there are six vertices at distance 2 from u and all remaining n-10 vertices are at distance exactly 3. Equivalently, every vertex has distance distribution

{0^1,1^3,2^6,3^(n-10)}.
(3)

The displayed n=22, n=24, and n=26 rows are exceptional, with minimum transmissions 573=(3n(n-5))/2+12, 708=(3n(n-5))/2+24, and 871=(3n(n-5))/2+52, respectively (Knor et al. 2019; E. Weisstein, May 12-13 and 20, 2026).

Corresponding counts of small transmission-minimal quartic graphs are given below. The rows for n>=6 are the r=4 table of Knor et al. (2019). The minimum transmissions and counts in the quartic table are indexed by the number of vertices.

vertices count (OEIS A395989) minimum transmission (OEIS A395988) examples
6 1 18 octahedral graph K_(2,2,2)
7 2 28 circulant graph Ci_7(1,2) and one other
8 6 40 complete bipartite graph K_(4,4), rook graph K_2 square K_4, antiprism graph Ci_8(1,2), and 3 others
9 16 54 circulant graphs Ci_9(1,3) and Ci_9(1,2), generalized quadrangle GQ(2,1), and 13 others
10 24 70 circulant graph Ci_(10)(1,4) and 23 others
11 37 88 Andrásfai graph and 36 others
12 26 108 circulant graph Ci_(12)(2,3), Chvátal graph, quartic vertex-transitive graph Qt17, and 23 others
13 10 130 13-cyclotomic graph and 9 others
14 1 154 1 graph
15 1 180 1 graph
16 1 210 1 graph
17 2 247 2 graphs
18 1 283 1 graph

For a quartic graph G on n<=17 vertices, the analogous radius-two bound gives T(u)>=2n-6 for every vertex u, and so

Equality holds exactly when every vertex has all remaining n-5 non-neighbors at distance 2, i.e., when G has diameter at most 2. This gives the quartic table values for 5<=n<=15. The rows n=16, n=17, and n=18 are exceptional; exhaustive enumeration gives the minimum transmissions 210=16(16-3)+2, 247=17(17-3)+9, and 283=18(18-3)+13, respectively (Knor et al. 2019; E. Weisstein, May 12-13, 2026).


See also

Cubic Graph, Graph Diameter, Graph Transmission, Mean Distance, Quartic Graph, Regular Graph, Smallest Cubic Crossing Number Graph, Smallest Quartic Crossing Number Graph, Transmission-Regular Graph, Vertex Transmission, Wiener Index

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References

Graph Golf. "The Order/Degree Problem Competition." 2021. https://research.nii.ac.jp/graphgolf/problem.html.Kitasuka, T.; Matsuzaki, T.; and Iida, M. "Order Adjustment Approach Using Cayley Graphs for the Order/Degree Problem." IEICE Trans. Inf. Syst. E101.D, 2908-2915, 2018. https://doi.org/10.1587/transinf.2018PAP0008.Knor, M.; Škrekovski, R.; and Tepeh, A. "Mathematical Aspects of Wiener Index." Ars Math. Contemp. 11, 327-352, 2016. https://doi.org/10.26493/1855-3974.795.ebf.Knor, M.; Škrekovski, R.; and Tepeh, A. "Chemical Graphs with the Minimum Value of Wiener Index." MATCH Commun. Math. Comput. Chem. 81, 119-132, 2019. https://match.pmf.kg.ac.rs/electronic_versions/Match81/n1/match81n1_119-132.pdf.Sloane, N. J. A. Sequences A395986, A395987, A395988, and A395989 in "The On-Line Encyclopedia of Integer Sequences."

Cite this as:

Weisstein, Eric W. "Transmission-Minimal Regular Graph." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/Transmission-MinimalRegularGraph.html

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