Metadata
Mathematics Undergraduate Evaluate Hard-
Subject
Mathematics
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Education level
Undergraduate
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Cognitive goals
Evaluate
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Difficulty estimate
Hard
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Tags
preconditioning, Conjugate Gradient, incomplete cholesky, Jacobi, ssor, numerical linear algebra
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Number of questions
5
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Created on
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Generation source
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License
CC0 Public domain
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Prompt
Evaluate students' ability to analyze and compare Jacobi, Incomplete Cholesky (IC), and SSOR preconditioners for the Conjugate Gradient method on ill-conditioned symmetric positive-definite systems. Assess understanding of spectral effects and convergence bounds, robustness to ill-conditioning and breakdowns, setup and application costs (fill-in, storage, flops), and the design and interpretation of numerical experiments to justify preconditioner choice.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.