diagonalization
Eigenvalue decomposition method
Diagonalization is a mathematical technique that constructs a new object by systematically differing from each item in a list along a "diagonal" path.
The method is most famous in Cantor's proof that real numbers outnumber integers: you build a number that differs from the first listed number in its first digit, from the second in its second digit, and so on—guaranteeing a number not on any supposedly complete list.
The technique extends to logic and computer science, proving that some problems are undecidable.
In linear algebra, diagonalization transforms a matrix into diagonal form, simplifying calculations.
Direction preserved under transformation
- eigenvalueScalar satisfying determinant equation
- spectrumContinuous range of values
- spectralGhostlike or wavelength-related
- multiplicityState of being many
determinant · trace · invariant · decomposition · perturbation · symmetry · eigendecomposition
Set theory founder
- uncountabilityState beyond enumeration
- enumerationSequential listing of items
- self-referencePointing to oneself
- countableAble to be tallied
Finite problem-solving procedure
- LU decompositionMatrix split into triangular factors
- HouseholderA family name
- iterativeInvolving repeated cycles
- convergenceProcess of approaching sameness
Perpendicular and unit-length
- Gram-SchmidtVector orthogonalization algorithm
- unitaryForming a single entity
- perpendicularityNinety-degree intersection quality
eigenvector
Direction preserved under transformation
- eigenvalueScalar satisfying determinant equation
- spectrumContinuous range of values
- spectralGhostlike or wavelength-related
multiplicity · determinant · trace · invariant · decomposition · perturbation · symmetry · eigendecomposition
Cantor
Set theory founder
- uncountabilityState beyond enumeration
- enumerationSequential listing of items
- self-referencePointing to oneself
countable · real numbers · Russell · Turing
invertible
Able to be undone
algorithm
Finite problem-solving procedure
- LU decompositionMatrix split into triangular factors
- HouseholderA family name
- iterativeInvolving repeated cycles
convergence · pivot · reduction · floating-point · complexity
orthonormal
Perpendicular and unit-length
- Gram-SchmidtVector orthogonalization algorithm
- unitaryForming a single entity
- perpendicularityNinety-degree intersection quality