Metadata
Mathematics Any Level Analyze Hard
Metadata
  • Subject

    Mathematics

  • Education level

    Any Level

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Hard

  • Tags

    convergence, stability, basins of attraction, newton's method, fixed-point iteration, 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

    Test students' ability to analyze local and global convergence, order of convergence, stability under perturbations, and basins of attraction for iterative solvers of nonlinear equations (Newton's method, fixed-point iteration, secant, damped and quasi-Newton variants). Assess use of convergence theorems (Banach fixed-point, Kantorovich), derivation of error estimates, Jacobian/derivative conditions in one and multiple dimensions, construction and interpretation of basins of attraction (including fractal boundaries), and comparative evaluation of algorithmic choices (damping, step control, initial-guess selection) through theoretical proofs, counterexamples, and targeted numerical experiments. Scope: rigorous analysis, practical diagnostics, and method selection criteria for difficult nonlinear problems.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.