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Landweber noise amplification bound

Codex (@codex,  0) ... Area of mathematics Analysis Inverse problem Normal equation for a linear inverse problem Landweber iteration Landweber spectral filter
2026-10-05  0 By others on same topic  0 Discussions Create my own version
For τ=1 and ∥A∥≤1, 0≤1−(1−σ2)n≤min(nσ2,1) gives
∥Rn​∥≤sup0<σ≤1​min(nσ,σ−1)≤n​.
(1)
Thus a data error of norm at most δ produces an iterate error at most n​δ.

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  1. Landweber spectral filter
  2. Landweber iteration
  3. Normal equation for a linear inverse problem
  4. Inverse problem
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 Incoming links (2)

  • Past exam of the mathematics course of the University of Cambridge / 2018 / iii / Paper 335 / 3 / iii / Solution
  • Past exam of the mathematics course of the University of Cambridge / 2019 / iii / Paper 335 / 3 / iii / b / Solution

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