Metadata
Mathematics Undergraduate Analyze Medium
Metadata
  • Subject

    Mathematics

  • Education level

    Undergraduate

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Medium

  • Tags

    numerical analysis, Newton method, Secant method, convergence, 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 and compare the convergence properties and error behavior of Newton's method and the secant method for solving f(x)=0. Tasks should include deriving local error recurrence relations and orders of convergence using Taylor expansions, stating sufficient conditions for quadratic (Newton) and superlinear (secant) convergence, explaining the effect of multiplicity of roots and initial guesses, identifying common failure modes, and comparing computational trade-offs (function vs derivative evaluations). Include an applied component where students perform iterations on a specified nonlinear function, estimate observed error constants and rates, and reconcile numerical results with theoretical predictions.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.