Metadata
Mathematics Adult Learning Analyze Medium
Metadata
  • Subject

    Mathematics

  • Education level

    Adult Learning

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Medium

  • Tags

    newton's method, convergence, error analysis, numerical analysis, multiple roots, initial guess

  • 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 understanding of theoretical and practical convergence behavior of Newton's method for scalar and low-dimensional systems. Test analysis of local quadratic convergence and its failure modes (multiple roots, vanishing derivatives), criteria for convergence (basins of attraction, Kantorovich-type conditions), estimating order of convergence and error decay, identifying numerical error sources (round-off, inexact derivative evaluation, ill-conditioning, poor initial guesses), and proposing diagnostic and mitigation strategies (modified Newton, damping, safeguarded iterations). Include interpretation of iteration histories and simple numerical diagnostics.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.