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Vertex Transmission


Let G be a connected graph with vertex set V(G) and graph distance d(u,v). The vertex transmission, or status, of a vertex u in V(G) is

 T(u)=sum_(v in V(G))d(u,v).
(1)

Equivalently, if D=(d_(ij)) is the graph distance matrix of G, then the vector of vertex transmissions is

 T=D1,
(2)

where 1 is the all-ones vector, so vertex transmissions are the row sums of the graph distance matrix.

The term "transmission" is descriptive: T(u) measures the total graph-distance cost of transmitting from u to all vertices of G. It is not an information theory quantity in the Shannon sense; in this graph-theoretic usage, only graph distances are involved.

The graph transmission of G is the half-sum of all vertex transmissions,

 T(G)=1/2sum_(u in V(G))T(u),
(3)

and is therefore identical to the Wiener index W(G).

For a graph on n vertices with all-distance-matrix-entry mean distance d^_, the average vertex transmission is nd^_. For connected graphs with n>1, the usual normalized closeness closeness centrality C(u) is

 C(u)=(n-1)/(T(u)).
(4)

For a connected vertex-transitive graph on n vertices, vertex transmission also determines betweenness centrality: C_B(u)=T(u)-n+1 when ordered pairs are counted, and half this value when unordered pairs are counted.


See also

Betweenness Centrality, Closeness Centrality, Connected Graph, Graph Distance, Graph Distance Matrix, Graph Transmission, Mean Distance, Transmission-Minimal Regular Graph, Wiener Index

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References

Alfaro, C. A.; Villagrán, R. R.; and Zapata, O. "Distinguishing Graphs with Two Integer Matrices." 27 Sep 2023. https://arxiv.org/abs/2309.15365.Sharon, J. O. and Rajalaxmi, T. M. "Transmission in Certain Trees." Procedia Comput. Sci. 172, 193-198, 2020. https://doi.org/10.1016/j.procs.2020.05.030.

Cite this as:

Weisstein, Eric W. "Vertex Transmission." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/VertexTransmission.html

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