Metadata
Mathematics Undergraduate Evaluate Hard
Metadata
  • Subject

    Mathematics

  • Education level

    Undergraduate

  • Cognitive goals

    Evaluate

  • Difficulty estimate

    Hard

  • Tags

    preconditioning, Conjugate Gradient, incomplete cholesky, Jacobi, ssor, numerical linear algebra

  • Number of questions

    5

  • Created on

  • Generation source

  • License

    CC0 Public domain

  • Prompt

    Evaluate students' ability to analyze and compare Jacobi, Incomplete Cholesky (IC), and SSOR preconditioners for the Conjugate Gradient method on ill-conditioned symmetric positive-definite systems. Assess understanding of spectral effects and convergence bounds, robustness to ill-conditioning and breakdowns, setup and application costs (fill-in, storage, flops), and the design and interpretation of numerical experiments to justify preconditioner choice.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.