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LeanPool.ParameterFreeGradient.V7.Proofs.Stage5AboveTwoLower.KernelElementary

Elementary positivity, normalization, and norm-power identities for the smoothing kernel.

theorem V7.Stage5AboveTwoLower.lowerKernelPhi_eq_norm_power {d : ℕ} {r0 theta : ℝ} (hr0 : r0 ≠ 0) (x : Point d) :
lowerKernelPhi r0 theta x = 2 * lpNorm r0 x ^ (2 * theta)
theorem V7.Stage5AboveTwoLower.lowerKernelPhi_nonneg {d : ℕ} {r0 theta : ℝ} (x : Point d) :
0 ≤ lowerKernelPhi r0 theta x
theorem V7.Stage5AboveTwoLower.lowerKernelPhi_zero {d : ℕ} {r0 theta : ℝ} (hr0 : 0 < r0) (htheta : 0 < theta) :
lowerKernelPhi r0 theta 0 = 0
theorem V7.Stage5AboveTwoLower.lowerKernelPhi_strict_of_one_lt_norm_power {d : ℕ} {r0 theta : ℝ} (hr0 : 0 < r0) (x : Point d) (hx : 1 < lpNorm r0 x ^ (2 * theta)) :
1 < lowerKernelPhi r0 theta x