Metadata
Mathematics Undergraduate Analyze Medium
Metadata
  • Subject

    Mathematics

  • Education level

    Undergraduate

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Medium

  • Tags

    numerical analysis, newton's method, fixed-point, convergence, stability, error analysis

  • Number of questions

    5

  • Created on

  • Generation source

    Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini

  • License

    CC0 Public domain

  • Prompt

    Assess students' ability to analyze convergence and stability of Newton's method and fixed-point iterations for solving nonlinear equations (scalar and systems). Tasks include: determine local convergence and order (using derivatives/Jacobian), verify contraction conditions and apply fixed-point theorems, analyze basins of attraction and sensitivity to initial guesses, identify causes of divergence or slow convergence, derive error estimates and stability criteria, and propose/justify modifications (damping, relaxation, modified Newton) to improve robustness; include short proofs, analytic checks, and one illustrative numerical example or counterexample.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.