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Frustration Index


The frustration index of a signed graph is the minimum number of edges whose deletion makes every cycle graph positive, where the sign of a cycle graph is the product of its edge signs. A signed graph with this property is called balanced. Equivalently, the frustration index is the minimum number of negative edges among all signings obtained by switching at vertices (Zaslavsky 1998). Switching reverses every sign incident with the chosen graph vertex.

A fully frustrated signing of the hypercube graph Q_n makes every 4-cycle graph negative. All such signings are switching equivalent, so their common frustration index is a well-defined number F_n. Wang (2026) proved

 F_(r^2+1)=(r^2-r+1)2^(r^2-1)
(1)

for every positive integer r. For positive r divisible by 4 and p in {-3,-2,-1,1,2,3}, put n=r^2+1+pr/2. Then

 F_n=(n-r-p/4)2^(n-2).
(2)

The further exact value F_9=772 follows by proving a matching lower bound for a previously known construction.

Uniformly in n, Wang (2026) also proved

 F_n=(n-sqrt(n)+O(n^(-1/2)))2^(n-2),
(3)

where O denotes big-O notation. The order of the error cannot be improved uniformly. The spectral lower bound (n-sqrt(n))2^(n-2) is attained exactly when n is a power of 4.


See also

Hypercube Graph, Signed Graph

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References

Wang, L. "The Frustration Index of Fully Frustrated Hypercubes." 11 Nov 2026. https://arxiv.org/abs/2611.14906v1.Zaslavsky, T. "Glossary of Signed and Gain Graphs and Allied Areas, 2nd ed." Sep. 16, 1998. https://ftp.gwdg.de/pub/EMIS/journals/EJC/Surveys/ds9.html.

Cite this as:

Weisstein, Eric W. "Frustration Index." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/FrustrationIndex.html

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