Metadata
Mathematics Undergraduate Analyze Medium
Metadata
  • Subject

    Mathematics

  • Education level

    Undergraduate

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Medium

  • Tags

    newton's method, fixed-point iteration, convergence, order of convergence, contraction mapping, nonlinear equations

  • 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 behavior of Newton's method and fixed-point iteration for solving nonlinear equations. Scope: local and global convergence conditions, order of convergence and error estimates, nonzero derivative/Jacobian assumptions, contraction-mapping criteria, basins of attraction, multiple roots, and damping/line search modifications. Tasks may include proving local quadratic vs linear convergence, deriving error constants, testing convergence for given functions/iterations, and explaining method selection and stabilization strategies.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.