Hadamard inequality

E334041

The Hadamard inequality is a fundamental result in linear algebra and analysis that bounds the absolute value of a determinant by the product of the Euclidean norms of its row or column vectors.

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Predicate Object
instanceOf mathematical inequality
result in analysis
result in linear algebra
appliesTo complex matrices
real matrices
square matrices
category determinant inequalities
inequalities in matrix analysis
centuryOfIntroduction 19th century
describes upper bound for determinant of a matrix
equalityCondition columns are pairwise orthogonal
matrix is diagonal up to unitary transformation
rows are pairwise orthogonal
field convex analysis
functional analysis
linear algebra
matrix theory
generalizationOf bound on area of parallelogram by product of side lengths
bound on volume of parallelotope by product of edge lengths
hasVariant Hadamard three-lines theorem (terminological relation only)
Hadamard inequality self-linksurface differs
surface form: Hadamard’s inequality for convex functions
holdsFor Hermitian positive semidefinite matrices via Gram representation
implies determinant is maximized by orthogonal columns for fixed column norms
determinant is maximized by orthogonal rows for fixed row norms
introducedBy Jacques Hadamard
namedAfter Jacques Hadamard
proofTechnique Cauchy–Binet formula
Cauchy–Schwarz inequality
induction on matrix size
relatedTo Cauchy–Schwarz inequality
Gram determinant
Hadamard matrices
surface form: Hadamard matrix

Hadamard matrices
surface form: Hadamard’s determinant problem
statementForm |det(A)| ≤ ∏‖col_j(A)‖₂
|det(A)| ≤ ∏‖row_i(A)‖₂
usedAs tool to bound determinants in analysis
usedIn estimates for condition numbers
matrix analysis
numerical linear algebra
optimization of determinants
probability theory on random matrices
usesConcept column vectors
determinant
row vectors
usesNorm Euclidean metric
surface form: Euclidean norm

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Jacques Hadamard knownFor Hadamard inequality
Hadamard matrices relatedTo Hadamard inequality
subject surface form: Hadamard matrix
Hadamard inequality hasVariant Hadamard inequality self-linksurface differs
this entity surface form: Hadamard’s inequality for convex functions