How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Regular matrix pencils and homogeneous generalized eigenvalues
Definition
Let , let , and let . The matrix pencil determined by is . Its determinant polynomial is , with real coefficients viewed as complex coefficients when . The pencil is regular if is not the zero polynomial; otherwise it is singular.
For not both zero, put A homogeneous generalized eigenvalue pair is an equivalence class of such pairs satisfying , where and represent the same pair for every . If , the associated finite generalized eigenvalue is ; if , the pair is an infinite generalized eigenvalue. The pair is never an eigenvalue pair. Write for the set of finite ratios among these homogeneous eigenvalue pairs.
The QZ results on this page assume a regular pencil. They make no assertion about Kronecker structure or eigenvalues of a singular pencil.
Depends on
Used by
- Finite-budget QZ iteration with homogeneous status and residual output Algorithm
- Shift-invert and harmonic Ritz extraction with solve and pencil status Algorithm
- Complex and real generalized Schur forms Definition
- A mass-stiffness pencil has real B-orthogonal modes and a residual enclosure Example
- A regular pencil and an identically singular determinant pencil Example
- A singular B can give a regular pencil with an infinite generalized eigenvalue Example
- A regular pencil has no nonzero vector in both kernels Lemma
- Every regular complex pencil has a homogeneous eigenvalue pair Lemma
- The pencil determinant is homogeneous and its zero condition is scale invariant Lemma
- Separated DARE pencils have quantitatively stable deflating graphs Proposition
- The stabilizing DARE solution is the stable deflating graph of a regular symplectic pencil Proposition
- A B-dual residual bounds distance to the spectrum of a Hermitian-definite pencil Theorem
- A Hermitian-definite pencil has a real spectrum and a B-orthonormal eigenbasis Theorem
- Every regular real or complex pencil has a generalized Schur form Theorem
Dependency tree · two levels
10 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Daniel Kressner, Numerical Methods and Software for General and Structured Eigenvalue Problems (PhD dissertation, 2004), Chapter 2: The QZ Algorithm (standard reference, not scraped)
- Peter Arbenz, Lecture Notes on Solving Large Scale Eigenvalue Problems, §§12.8–12.9 (standard reference, not scraped)
- LAPACK Users' Guide, Generalized Nonsymmetric Eigenproblems (standard reference, not scraped)