Cauchy interlacing theorem

E239297

The Cauchy interlacing theorem is a fundamental result in linear algebra that relates the eigenvalues of a symmetric matrix to those of its principal submatrices, showing how they "interlace" on the real line.

All labels observed (3)

How this entity was disambiguated

Statements (44)

Predicate Object
instanceOf result in linear algebra ⓘ
theorem ⓘ
alsoKnownAs Cauchy interlacing law ⓘ
Cauchy interlacing property ⓘ
appearsIn advanced linear algebra textbooks ⓘ
matrix analysis literature ⓘ
appliesTo Hermitian matrices ⓘ
principal minors via their eigenvalues ⓘ
symmetric matrices ⓘ
assumes real symmetric matrix for the basic form ⓘ
category spectral theorem consequences ⓘ
concerns eigenvalues ⓘ
principal submatrices ⓘ
field linear algebra ⓘ
matrix theory ⓘ
generalizationOf interlacing property of roots of polynomials and their derivatives ⓘ
hasConsequence constraints on spectra of induced subgraphs ⓘ
stability of eigenvalue approximations by principal submatrices ⓘ
holdsFor ordered eigenvalues in nonincreasing order ⓘ
real eigenvalues ⓘ
implies bounds on eigenvalues of submatrices ⓘ
eigenvalues of principal submatrices lie between eigenvalues of the original matrix ⓘ
monotonicity of extreme eigenvalues under taking principal submatrices ⓘ
namedAfter Augustin-Louis Cauchy ⓘ
relatedTo Cauchy interlacing theorem for singular values ⓘ
Courant–Fischer min–max theorem ⓘ
Poincaré separation theorem ⓘ
Weyl inequalities ⓘ
relates eigenvalues of a matrix ⓘ
eigenvalues of its principal submatrices ⓘ
requires ordering of eigenvalues on the real line ⓘ
typicalStatement eigenvalues of a k×k principal submatrix interlace those of the n×n matrix with n≥k ⓘ
usedIn control theory ⓘ
dimensionality reduction ⓘ
graph eigenvalue bounds ⓘ
matrix perturbation theory ⓘ
numerical linear algebra ⓘ
principal component analysis ⓘ
linked to: PCA

spectral graph theory ⓘ
statistics ⓘ
usedToProve eigenvalue bounds for Laplacian matrices of graphs ⓘ
interlacing families of polynomials in combinatorics ⓘ
validOver complex numbers for Hermitian matrices ⓘ
real numbers ⓘ

How these facts were elicited

Referenced by (5)

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

Augustin-Louis Cauchy → knownFor → Cauchy interlacing theorem ⓘ
Cauchy interlacing theorem → alsoKnownAs → Cauchy interlacing law ⓘ
linked to: Cauchy interlacing theorem
Cauchy interlacing theorem → alsoKnownAs → Cauchy interlacing property ⓘ
linked to: Cauchy interlacing theorem
Courant–Fischer min–max theorem → relatedTo → Cauchy interlacing theorem ⓘ
Poincaré separation theorem → relatedTo → Cauchy interlacing theorem ⓘ