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Conditional jump-time phases form a positive Gram matrix

Statement

Let t≥0, let μ be a probability measure on the Borel sets of [0,t], and let θ1,…,θr be bounded Borel-measurable real functions, where r≥1. Define Gjk=∫[0,t]ei(θj(s)−θk(s)) dμ(s). Then G is Hermitian positive semidefinite, Gjj=1, and ∣Gjk∣≤1.

For the following conditional branch, let ρ be a density operator on Cr and let D(s) be diagonal with entries eiθj(s). If its normalized output is the entrywise average σ=∫D(s)ρD(s)† dμ(s), then σjk=Gjkρjk. Thus Gjk is the relative-coherence multiplier for this branch. A common input-independent waiting law supplies μ only when a model also establishes this diagonal phase action and the stated averaging formula.

Facts & Assumptions

[F1]

A probability measure has total mass one. Probability measures and probability spaces

[F2]

On complex L2(μ), the pairing is ⟨f,g⟩=∫fg‾ dμ, linear in the first variable. The complex L² pairing on equivalence classes

[F3]

This pairing is an inner product and satisfies ∣⟨f,g⟩∣≤∥f∥2∥g∥2. The complex L² pairing is well-defined and satisfies Cauchy–Schwarz

[F5]

A density operator is a non-negative trace-one endomorphism; matrix entries and adjoints use the stated finite coordinate conventions. Density operator Finite operator and ket conventions

[F6]

The Borel sigma-algebra of a topological space is generated by its open sets. A function between measurable spaces is measurable when inverse images of all measurable sets are measurable. The Borel sigma-algebra of a topological space A measurable function between measurable spaces

[F7]

The complex exponential is complex differentiable everywhere, and complex differentiability implies continuity. The complex exponential is entire and its complex derivative is itself Complex differentiability at a point implies continuity there

[F8]

A continuous map between topological spaces has Borel inverse images of Borel sets. A continuous map has Borel preimages of Borel sets

[F9]

For real u, ∣eiu∣=1; for complex z,w, ez+w=ezew. Also zz‾=∣z∣2, and conjugation and modulus obey their usual sum and product laws. exp(x+iy)=eˣ(cos y+i sin y), |exp(x+iy)|=eˣ, and e^iπ+1=0 exp(z+w)=exp z exp w, and the complex exponential extends the real exponential Conjugation is an involutive real-field automorphism, zz̄=|z|², and modulus is definite, multiplicative, and subadditive

[F10]

Complex functions are measurable when their real and imaginary components are measurable; products and conjugation preserve this property. The space L2(μ;C) consists of measurable functions with finite squared-modulus integral, modulo equality almost everywhere, and complex integration is componentwise. Complex Lp classes and Euclidean test-function conventions

[F11]

The integral of complex integrable functions is complex-linear. The Lebesgue integral is linear on L¹(μ)

[F12]

On a finite-dimensional inner-product space, a non-negative operator is a self-adjoint endomorphism T satisfying ⟨Tv,v⟩≥0 for every v; here positive semidefinite means non-negative. Non-negative and positive operators

Proof

Given: The probability measure, phases, and, for the conditional assertion, ρ, D(s) and the averaging formula in the statement.

Goal: Prove the matrix properties and the conditional coherence formula.

1.1givenF6F7F8F10

Put E(u)=eiu for real u and fj=E∘θj. By F7, E is continuous: the map u↦iu preserves distances, and composing it with the continuous exponential preserves continuity. The coordinate projections z↦Re⁡z and z↦Im⁡z are continuous, since each coordinate difference is bounded in absolute value by the modulus of the complex difference. For every Borel B⊆C, fj−1(B)=θj−1(E−1(B)) is Borel by F6 and F8. The same inverse-image argument for the continuous real and imaginary components of E shows that fj is measurable in the componentwise convention of F10.

2.1F1F2F4F9F10step 1.1algebra

F9 gives ∣fj(s)∣=1. F1 and F10 give ∫∣fj∣2 dμ=μ([0,t])=1, so each fj represents an L2(μ) vector of norm one. For real a,b, exponential addition gives E(a)=E(a−b)E(b). Multiplying by E(b)‾ and using E(b)E(b)‾=∣E(b)∣2=1 gives E(a−b)=E(a)E(b)‾. Taking a=θj(s) and b=θk(s) identifies the stated phase-difference integrand with fj(s)fk(s)‾; F2 makes this product integrable. The stated entries satisfy Gjk=⟨fj,fk⟩; thus G is their Gram matrix.

3.1F3F5F12step 2.1algebra

Regard G as the coordinate endomorphism c↦Gc of Cr with its standard first-variable-linear inner product, as in F5. Conjugate symmetry gives Gkj=Gjk‾, so its conjugate transpose equals G and this endomorphism is self-adjoint. For any c∈Cr, first-variable linearity gives ⟨Gc,c⟩root=c†Gc=∑j,kcj‾ck⟨fj,fk⟩=∥∑jcj‾fj∥22≥0. F12 therefore identifies this endomorphism as non-negative. Hence G is Hermitian positive semidefinite. Also Gjj=∥fj∥22=1, and Cauchy–Schwarz gives ∣Gjk∣≤1.

4.1givenF1F5F9F10F11step 1.1step 2.1∎

By diagonal matrix multiplication and the phase identity in step 2.1, (D(s)ρD(s)†)jk=fj(s)fk(s)‾ρjk=ei(θj(s)−θk(s))ρjk. The product fjfk‾ is measurable by F10 and the entry is integrable, since its modulus is the constant ∣ρjk∣ and μ([0,t])=1. Entrywise integration and scalar linearity therefore give σjk=ρjk∫ei(θj−θk) dμ=Gjkρjk. This uses the assumed averaging formula; it does not derive a waiting law or phase action from a physical model.

Depends on

Used by · 4

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