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 induced length is a norm
Statement
Let be a real or complex inner-product space with induced length . Then with exactly for , for every scalar , and ; hence is a norm on , read over by A norm on a real vector space, the induced metric, and the dictionary with the metric axioms and over by Complex norm and complex normed space.
Facts & Assumptions
The induced length is the unique nonnegative square root of the diagonal pairing, with and exactly for (The norm induced by a real or complex inner product).
Cauchy–Schwarz gives (Cauchy–Schwarz: , with equality exactly for dependent pairs).
A norm on a real vector space satisfies separation, absolute homogeneity and the triangle inequality, and a complex normed space is defined by the same clauses with the complex modulus (A norm on a real vector space, the induced metric, and the dictionary with the metric axioms, Complex norm and complex normed space).
For complex scalars and (Conjugation is an involutive real-field automorphism, , and modulus is definite, multiplicative, and subadditive), and for real scalars with (Basic properties of the absolute value).
For nonnegative reals if and only if (Squaring is monotone on the nonnegatives), and each nonnegative real has a unique nonnegative square root (Existence and uniqueness of -th roots: a unique with ).
If then and , so (Real and imaginary parts, complex conjugation, and modulus).
Proof
Given: A real or complex inner-product space , vectors and a scalar ; in the real case conjugation is the identity and is the absolute value of , so the second clause of [A4] is read in the real field.
Nonnegativity and separation are [A1]: , and exactly when , that is exactly when .
Homogeneity: by sesquilinearity and [A4], and both and are nonnegative with equal squares, so by uniqueness of the nonnegative square root.
Triangle inequality: expanding and using conjugate symmetry gives , and for every scalar , since either or with by [A6]; with [A2] this gives .
Both sides of the inequality in step 1.3 are nonnegative, so monotonicity of squaring on the nonnegatives turns it into .
Steps 1.1, 1.2 and 2.1 are exactly the clauses of [A3] over , and over they are the same clauses with the complex modulus, so is a norm on in either scalar field.
Depends on
- Cauchy–Schwarz: $|\langle x,y\rangle|\le\|x\|\,\|y\|$, with equality exactly for dependent pairs
- The norm $\lVert v\rVert=\sqrt{\langle v,v\rangle}$ induced by a real or complex inner product
- A norm on a real vector space, the induced metric, and the dictionary with the metric axioms
- Complex norm and complex normed space
- Conjugation is an involutive real-field automorphism, $z\overline z=|z|^2$, and modulus is definite, multiplicative, and subadditive
- Basic properties of the absolute value
- Squaring is monotone on the nonnegatives
- Existence and uniqueness of $n$-th roots: a unique $a^{1/n} \ge 0$ with $(a^{1/n})^n = a$
- Real and imaginary parts, complex conjugation, and modulus
Used by
- An inverse-error chain obeys Minkowski in L²; root-sum-square is equivalent to aggregate cross-term cancellation Corollary
- Normalized positive type and pointed cyclic unitary representations Corollary
- Symmetric Lax--Milgram is energy minimisation Corollary
- The integers do not have property (T) Counterexample
- Affine root hyperplanes, coroot translations, alcoves, and the affine reflection group Definition
- Hilbert space Definition
- Kazhdan pairs, Kazhdan sets and Kazhdan constants Definition
- Local tangential cone condition Definition
- Orthogonality and the orthogonal complement Definition
- Spherical Gram simplices and angular links of Euclidean faces Definition
- The finite reflection arrangement, its chambers, the spherical chamber complex, and the coset face poset Definition
- A spherical simplex from a Gram matrix and its vertex-link Schur complement Example
- Fredholm determinant of a finite-rank operator Example
- GNS representation of a continuous unitary character Example
- Link edge lengths versus dihedral mirror angles in type I₂(m) Example
- Midpoint iteration on a small equilateral spherical triangle contracts geometrically to its centre Example
- Positive type on a discrete group: the identity mass, characters, and the regular GNS model Example
- Property (T) for finite groups via normalized counting measure Example
- The Coxeter complex of I₂(5): the circle triangulated by the ten chambers Example
- The spin factor on the real plane Example
- The standard inner products make K n, ell two and quotient L two Hilbert spaces Example
- Vector and normalized-trace states on matrix algebras Example
- A compact Hilbert-space Gram operator is positive and has the forward kernel Lemma
- A truncated SVD separates discarded-direction bias from retained data noise Lemma
- Affine reflections: translation form, involutivity, local finiteness, and Wₐ=Q^∨⋊ W Lemma
- Arbitrary-Hilbert Fredholm determinant from a separable reducing support Lemma
- Borel laws on a separable Hilbert space are determined by basis coordinates Lemma
- Bounded multipliers on compact self-adjoint eigenspaces define bounded operators Lemma
- Coercivity makes a small form step a strict contraction Lemma
- Comparison triangles in the Euclidean plane and the round sphere, model spaces, and CAT(0) and CAT(1) consequences Lemma
- Continuity criteria for unitary representations Lemma
- Diagonal trace-class operators on ℓ²(ℕ,ℂ) Lemma
- Direct sums and tensor products of finite-dimensional unitary representations Lemma
- Existence of the uniform radius, continuity of the midpoint operation, the energy drop, its equality case, and convergence of zero-limit polygons Lemma
- Finite matrix algebras with the operator norm are C star algebras Lemma
- Generic galleries, boundary-fixed disks, and the gallery-move calculus Lemma
- Gram realisations, radial normalisation, finite spherical complexes and link Gram formulas Lemma
- Highest-root dominance and the fundamental alcove Lemma
- Hilbert tensor construction: inner product, completion and product bases Lemma
- Hilbert-space Tikhonov amplifies data by at most 1/(2√λ) Lemma
…and 39 more results.
Dependency tree · two levels
43 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
- Theo Bühler and Dietmar Salamon, Functional Analysis, §1.3.3, pp.38–39 (standard reference, not scraped)
- Andrew Lin and Casey Rodriguez, MIT 18.102 Introduction to Functional Analysis, Lectures 15–16 (standard reference, not scraped)