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LeanPool.ACMax.Spectral.TestVector

Universal test-vector interface #

algConn_le_two_of_testvector: any nonzero vector x orthogonal to the all-ones vector whose Laplacian quadratic form is at most 2 ‖x‖² certifies algConn G ≤ 2.

This is the direct corollary of the Courant–Fischer bridge algConn_mul_sq_le that every concrete upper-bound certificate in the Cuts/ chapter factors through: the balanced, weighted and signed cuts, the induced-2K₂ bound and the good-C₄/K_{2,3} certificates all build an explicit x ⊥ 𝟙 and discharge the Rayleigh inequality here.

theorem ACMax.algConn_le_two_of_testvector {V : Type u_1} [Fintype V] [Nonempty V] (G : SimpleGraph V) (x : V → ℝ) (hx0 : ∑ i : V, x i = 0) (hxne : ∃ (i : V), x i ≠ 0) (hQ : x ⬝ᵥ (SimpleGraph.lapMatrix ℝ G).mulVec x ≤ 2 * ∑ i : V, x i ^ 2) :

Universal certificate: a nonzero x ⊥ 𝟙 with xᵀ L x ≤ 2‖x‖² forces algConn G ≤ 2.