Metadata
Mathematics Any Level Analyze Hard-
Subject
Mathematics
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Education level
Any Level
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Cognitive goals
Analyze
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Difficulty estimate
Hard
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Tags
convergence, stability, basins of attraction, newton's method, fixed-point iteration, nonlinear equations
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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
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.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.