Metadata
Mathematics Graduate Understand Medium-
Subject
Mathematics
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Education level
Graduate
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Cognitive goals
Understand
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Difficulty estimate
Medium
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Tags
spectral theorem, compact operators, self-adjoint, Hilbert space, eigenvalues, functional analysis
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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
Assess graduate students' understanding of the spectral theorem for compact self-adjoint operators on Hilbert spaces and its principal consequences. Items should require stating and proving the theorem, describing the spectrum (discrete nonzero eigenvalues of finite multiplicity accumulating only at 0), proving existence of an orthonormal eigenbasis and the corresponding eigenexpansion, and showing diagonalization by finite-rank approximations. Include applications: integral operators, the Fredholm alternative, variational (Rayleigh quotient) characterizations of eigenvalues, and implications for trace-class and Hilbert–Schmidt operators. Mix short proofs, computations, and brief applied problems to test conceptual and technical mastery.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.