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Equilibrium Stress


An equilibrium stress of a finite simple graph framework (G,p) in R^d assigns a real number omega_(ij)=omega_(ji) to each graph edge ij so that the forces balance at every graph vertex i:

 sum_(j in N_G(i))omega_(ij)(p_i-p_j)=0.
(1)

Here N_G(i) is the neighborhood of i. Equivalently, the stress vector belongs to the null space of the transpose of the rigidity matrix.

The stress matrix Omega_omega is the symmetric matrix with entries

 (Omega_omega)_(ij)={sum_(k in N_G(i))omega_(ik)   if i=j; -omega_(ij)   if ij is an edge; 0   otherwise.
(2)

It annihilates the all-ones vector and each coordinate column of the placement. If n points affinely span R^d, its matrix rank is at most n-d-1. For a generic placement with n>=d+2, a stress of this rank characterizes generic global rigidity (Connelly 2005, Gortler et al. 2010).

A stress is nondegenerate in the sense of Jordán and Tanigawa (2019) when, for every graph vertex i and every collection of d pairwise disjoint nonempty subsets X_1, X_2, ..., X_d of N_G(i) whose union is a proper subset, the partial force vectors sum_(j in X_a)omega_(ij)(p_j-p_i), 1<=a<=d, are linearly independent. The condition is vacuous at a graph vertex admitting no such collection. Cruickshank (2026) reports a proof that every generic realization of every generically globally rigid graph in R^d, d>=1, has a nondegenerate equilibrium stress satisfying

 rankOmega_omega=max{0,n-d-1}.
(3)

This is the nondegenerate-stress conjecture of Jordán and Tanigawa (2019). Cruickshank attributes discovery of the new proofs to ChatGPT 6.1 Sol and reports checking the arguments. Independent specialist verification or formal certification of the complete proof has not been reported.


See also

Generically Globally Rigid, Rigid Graph, Rigidity Matrix

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References

Connelly, R. "Generic Global Rigidity." Discrete Comput. Geom. 33, 549-563, 2005. https://doi.org/10.1007/s00454-004-1124-4.Cruickshank, J. "Vertex Splitting, Global Rigidity and Nondegenerate Equilibrium Stresses." 7 Nov 2026. https://arxiv.org/abs/2611.10919v1.Gortler, S. J.; Healy, A. D.; and Thurston, D. P. "Characterizing Generic Global Rigidity." Amer. J. Math. 132, 897-939, 2010. https://doi.org/10.1353/ajm.0.0132.Jordán, T. and Tanigawa, S.-i. "Global Rigidity of Triangulations with Braces." J. Combin. Th. Ser. B 136, 249-288, 2019. https://doi.org/10.1016/j.jctb.2018.11.003.

Cite this as:

Weisstein, Eric W. "Equilibrium Stress." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/EquilibriumStress.html

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