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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Statements (45)

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’s inequality for convex functions ⓘ
linked to: Hadamard inequality
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 matrix ⓘ
linked to: Hadamard matrices

Hadamard’s determinant problem ⓘ
linked to: Hadamard matrices
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 norm ⓘ
linked to: Euclidean metric

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Referenced by (4)

Full triples — surface form annotated when it differs from this entity's canonical label.

Jacques Hadamard → knownFor → Hadamard inequality ⓘ
Hadamard matrix → relatedTo → Hadamard inequality ⓘ
subject linked to: Hadamard matrices
Hadamard inequality → hasVariant → Hadamard’s inequality for convex functions ⓘ
linked to: Hadamard inequality
Cauchy–Binet formula → usedToProve → Hadamard’s inequality in some settings ⓘ
linked to: Hadamard inequality