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LeanPool.ParameterFreeGradient.V7.Proofs.Stage5AboveTwoLowerS5A2Envelope.SymmetryLinearization

Norm- and pairing-preserving transformations are linear, using the dual image basis.

The vector equal to one at coordinate i and zero elsewhere.

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    The dual images of the coordinate vectors are a basis. This is the separation wheel that turns the frozen pairing identity into linearity.

    noncomputable def V7.Stage5AboveTwoLowerS5A2Envelope.signedLpDualBasis {d : ℕ} {p : ℝ} (Q Qdual : Point d → Point d) (hsym : SignedLpSymmetry p Q Qdual) :

    The basis formed by the dual symmetry images of coordinate unit vectors.

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      theorem V7.Stage5AboveTwoLowerS5A2Envelope.eq_zero_of_pairing_dual_images_zero {d : ℕ} {p : ℝ} {Q Qdual : Point d → Point d} (hsym : SignedLpSymmetry p Q Qdual) {z : Point d} (hz : ∀ (i : Fin d), O3.pairing (Qdual (coordinateUnit i)) z = 0) :
      z = 0
      theorem V7.Stage5AboveTwoLowerS5A2Envelope.signedLpSymmetry_Q_add {d : ℕ} {p : ℝ} {Q Qdual : Point d → Point d} (hsym : SignedLpSymmetry p Q Qdual) (x y : Point d) :
      Q (x + y) = Q x + Q y

      The frozen pairing identity forces the primal map to be additive.

      theorem V7.Stage5AboveTwoLowerS5A2Envelope.signedLpSymmetry_Q_smul {d : ℕ} {p : ℝ} {Q Qdual : Point d → Point d} (hsym : SignedLpSymmetry p Q Qdual) (a : ℝ) (x : Point d) :
      Q (a • x) = a • Q x

      The frozen pairing identity forces the primal map to be homogeneous.