Metadata
Mathematics Undergraduate Analyze Medium-
Subject
Mathematics
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Education level
Undergraduate
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Cognitive goals
Analyze
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Difficulty estimate
Medium
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Tags
numerical analysis, newton's method, fixed-point, convergence, stability, error analysis
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Number of questions
5
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Created on
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Generation source
Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini
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License
CC0 Public domain
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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.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.