Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2018/iii/paper-335/3/ii/solution
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 335 3 ii Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-05
To first order in , replace by and use the known incident field in the outgoing integral. The Born approximation for scalar wave scattering givesBoth the contrast term and the internal-field correction are second order for fixed geometry in the perturbative regime established in part i.
Specify the data space before taking an adjoint operator. For example, let and , where is a bounded measurement surface separated from . Define the linear operatorFor bounded incident field this is a Hilbert-Schmidt operator, hence a compact operator. The equation is , with . Other sampling geometries give corresponding data spaces and weights; the paper does not specify one. Using the usual complex inner products, its adjoint operator isThe complex conjugations are required by the adjoint operator identity, not by wave reciprocity alone.
The Landweber iteration starts from and applies gradient descent to :Each step back-propagates the data residual. The Landweber relaxation parameter controls stability, and early stopping of Landweber iteration prevents small singular values from amplifying measurement errors. For an explicitly real-valued index contrast, use the real Hilbert space structure and replace by in this update. Additional sign or support constraints require corresponding projections; none are assumed here.
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