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The th power of a graph
is a graph with the same set of vertices as
and an edge between two vertices iff there is a path of length at most
between them (Skiena 1990, p. 229). Since a path of length two between vertices
and
exists for every vertex
such that
and
are edges in
, the square of the adjacency matrix of
counts the number of such paths. Similarly, the
th element of the
th power of the adjacency matrix of
gives the number of paths of length
between vertices
and
. Graph powers are implemented in the Wolfram Language as GraphPower[g, k].
The graph th power is then defined as the graph whose adjacency matrix given by the sum of the first
powers of the adjacency matrix,
which counts all paths of length up to (Skiena 1990, p. 230).
Raising any graph to the power of its graph diameter gives a complete graph. The square of any biconnected graph is Hamiltonian (Fleischner 1974, Skiena 1990, p. 231). Mukhopadhyay (1967) has considered "square root graphs," whose square gives a given graph (Skiena 1990, p. 253).
Fleischner, H. "The Square of Every Two-Connected Graph Is Hamiltonian." J. Combin. Th. Ser. B 16, 29-34, 1974.
Mukhopadhyay, A. "The Square Root of a Graph." J. Combin. Th. 2, 290-295, 1967.
Skiena, S. Implementing Discrete Mathematics: Combinatorics and Graph Theory with Mathematica. Reading, MA: Addison-Wesley, 1990.
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