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.
The norm induced by a real or complex inner product
Definition
For a vector in a real or complex inner product space, define its inner-product norm by
Positive definiteness in Real and complex inner product spaces, with the inner product linear in the first argument makes the radicand a nonnegative real, and Existence and uniqueness of -th roots: a unique with supplies its unique nonnegative square root. The notation therefore defines one real number . Its norm axioms are established in The inner-product norm is definite, homogeneous, and satisfies the triangle inequality.
Depends on
Used by
- Certified-action implementation of exponential Euler and ETD2 Algorithm
- Finite scaled Taylor action for the matrix exponential Algorithm
- Flexible GMRES with variable right preconditioning Algorithm
- Rank-thresholded least squares by the singular value decomposition Algorithm
- The induced length is a norm Corollary
- The inner-product norm is definite, homogeneous, and satisfies the triangle inequality Corollary
- A conjugate point at which there are many geodesics Counterexample
- Affine root hyperplanes, coroot translations, alcoves, and the affine reflection group Definition
- Covariance matrix of a finite-dimensional random vector Definition
- Finite block encoding Definition
- Householder reflectors in real or complex inner-product spaces Definition
- Linear isometries, and orthogonal or unitary operators on finite-dimensional inner product spaces Definition
- Normwise certified matrix-vector and vector-step arithmetic Definition
- Orthogonal vectors and subspaces, orthogonal and orthonormal sets, and orthonormal bases Definition
- Rayleigh-quotient iteration for Hermitian matrices Definition
- Real and complex inner-product spaces and their induced length Definition
- Real Givens rotations and complex Givens transformations Definition
- The Arnoldi process for building an orthonormal basis of a Krylov subspace Definition
- The B-inner product, B-norm, and dual residual norm Definition
- The Frobenius norm ‖ A‖_F=(∑_i,j|aᵢⱼ|²)^1/2 on real or complex matrices Definition
- The normwise condition number of a simple eigenvalue Definition
- The operator norm is zero on the zero domain and otherwise is max_‖ v‖=1‖ Tv‖ Definition
- The phi-function family by everywhere-convergent series Definition
- The residual r=Ax-μ x and the normwise backward error of an approximate eigenpair Definition
- The Tikhonov regularised least-squares objective ‖Ax-b‖₂²+λ‖x‖₂² for λ>0 Definition
- A diagonal stiff diffusion step with linear reaction Example
- A finite-matrix Schrödinger split preserves norm Example
- Chebyshev extremals and the exact disk Fekete polynomial Example
- Exact exponential stepping captures nonnormal transient growth Example
- Hilbert spaces are uniformly convex Example
- Norm-attaining functionals on a Hilbert space Example
- Positive coordinate weights define an inner product and change lengths and projections Example
- Real-time unitary and imaginary-time finite-matrix propagation Example
- The hexagonal A₂ cell: Euclidean cell metric versus graph distance Example
- A skew-Hermitian matrix exponential is unitary Lemma
- Certified action bounds control one exponential-integrator step Lemma
- Complex projector tangents are skew-Hermitian commutator directions Lemma
- Computed sensitivity errors perturb every singular value by at most their operator-norm error Lemma
- Exact logical-block correctness forces zero leakage Lemma
- Exponential Euler has a second-order local defect Lemma
…and 35 more results.
Dependency tree · two levels
20 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
- Sheldon Axler, Linear Algebra Done Right, 4th ed., §6A (standard reference, not scraped)
- Sergei Treil, Linear Algebra Done Wrong, Ch. 5, §5.1 (standard reference, not scraped)