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Graph Strength


There are several definitions of the strength of a graph.

Harary and Palmer (1959) and Harary and Palmer (1973, p. 66) define the strength of a tree as the maximum number of edges between any pair of vertices. This definition corresponds to a tree's graph diameter.

Harary and Palmer (1973, p. 117) define the strength of a multigraph as the maximum number of edges joining any two adjacent vertices.

GraphStrengthCapobiancoMolluzzo

Capobianco and Molluzzo (1979-1980) define the strength of a separable graph as 1/S.S, where the strength vector S of a graph is defined as the vector {s_i} of increases s_i in the connected component count upon deletion of vertex i. For example, the Capobianco-Molluzzo strength vector of the graph illustrated above is {-1,0,0,0,0,2,1,1,0}. The Capobianco-Molluzzo strength of a nonseparable graph is then defined to be infty.

The most standard definition of the strength sigma(G) of a simple connected graph G is

 sigma(G)=min_(S)(|S|)/(c(G-S)-1),

where c is the number of connected components and the minimum is taken over all edge cuts S of G (Gusfield 1983, 1991). Here, the subtraction by one in the denominator gives the number of additional connected components created. Graph strength therefore gives a measure of the resistance of a graph to edge-deletion, and so is a measure of vulnerability of a network to attack (Cunningham 1985, Gusfield 1991) and can be naturally generalized to edge-weighted graphs. Computing the strength of a graph can be done in polynomial time (Cunningham 1985, Trubin 1993).

While one could take sigma(G)=0 for disconnected graphs, using the definition of edge cuts as cuts that increase the number of connected components, the definition can be applied to give well-defined strengths for disconnected graphs.

A vertex cut analog of toughness is known as graph toughness.

The Tutte-Nash-Williams theorem states that |_sigma(G)_|, where |_x_| is the floor function, is the maximum number of edge-disjoint spanning trees that can be contained in a graph G (Gusfield 1984, Cunningham 1985).

Graph strength is unrelated to the graph strong product.


See also

Graph Diameter, Graph Distance Matrix, Graph Strong Product, Graph Toughness

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References

Capobianco, M. C. and Molluzzo, J. C. "The Strength of a Graph and Its Application to Organizational Structure." Social Networks 2, 275-283, 1979-1980.Cunningham, W. H. "Optimal Attack and Reinforcement of a Network." J. Assoc. Comput. Mach. 32, 549-561, 1985.Gusfield, D. "Connectivity and Edge Disjoint Spanning Trees." Inf. Proc. Lett. 16, 97-99, 1983.Gusfield, D. "Computing the Strength of a Graph." SIAM J. Comput. 20, 639-654, 1991.Harary, F. and Prins, G. "The Number of Homeomorphically Irreducible Trees, and Other Species." Acta Math. 101, 141-162, 1959.Harary, F. and Palmer, E. M. Graphical Enumeration. New York: Academic Press, pp. 66 and 117, 1973.Nash-Williams, C. St. J. A. "Edge-Disjoint Spanning Trees of Finite Graphs." J. London Math. Soc. 36, 445-450, 1961.Schrijver, A. Combinatorial Optimization: Polyhedra and Efficiency, Vol. B. Berlin: Springer-Verlag, pp. 878 and 891, 2003.Trubin, V. A. "Strength of a Graph and Packing of Trees and Branchings." Cyber. Syst. Anal. 29, 379-384, 1993.Tutte, W. T. "On the Problem of Decomposing a Graph Into Connected Factors." J. London Math. Soc. 36, 221-230, 1961.

Cite this as:

Weisstein, Eric W. "Graph Strength." From MathWorld--A Wolfram Web Resource. https://mathworld.wolfram.com/GraphStrength.html

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