Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2025/iii/paper-358/2/ii/solution

Set . The squares of the singular values of are the eigenvalues of the finite-dimensional positive operator
The Rayleigh-Ritz variational principle and its min-max characterization show that, as the trial space grows, its -st eigenvalue counted upward cannot increase. Therefore, for each fixed ,
once . Being nonnegative, it has a limit
The core assumption ensures that these Ritz limits are the min-max values of , rather than values for a smaller closed restriction.
  • If , then for some , so every .
  • If is a discrete eigenvalue of multiplicity , exactly
vanish, while .
For , define
In the first case for all sufficiently large . In the second case its first summands tend to one and all remaining summands eventually vanish, so . In the third case . These are exactly the three values in the definition of , and hence

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