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Dispersion relations for an absolutely continuous integrable causal kernel

Statement

Assume Countable Choice and Dependent Choice (The Axiom of Countable Choice (ACω), The axiom of dependent choice: a relation in which every element is related to something admits an N-indexed chain). Let d≥1 and let K:[0,∞)→Rd×d be a locally absolutely continuous matrix kernel with K,K′∈L1(0,∞;Rd×d) and sK(s)∈L1(0,∞;Rd×d) (entrywise integrability), and let

χ(z)=∫0∞K(s)eizs ds(Im⁡z>0)

be the matrix response function. Here locally absolutely continuous means that each real entry restricted to every compact interval [a,b]⊆[0,∞) satisfies the finite disjoint-interval condition of Absolute continuity on a compact interval: for every ϵ>0 there is δ>0 such that ∑ℓ(vℓ−uℓ)<δ implies ∑ℓ∣Kjk(vℓ)−Kjk(uℓ)∣<ϵ for every finite family with disjoint interiors. K′ denotes the almost-everywhere derivative, with any measurable zero extension on its null exceptional set. Then the entries of χ are holomorphic functions on the upper half-plane (A complex domain is a nonempty connected open subset of C), continuous and C1 on its real boundary, bounded on the closed upper half-plane with ∣χjk(z)∣≤∣Kjk(0)∣+∥Kjk′∥1 for ∣z∣≥1, and the entrywise principal-value dispersion formulas hold: for real ω,

Re⁡χjk(ω)=1πPV⁡ ⁣∫RIm⁡χjk(ξ)ξ−ω dξ,Im⁡χjk(ω)=−1πPV⁡ ⁣∫RRe⁡χjk(ξ)ξ−ω dξ.

The sharper bound ∣χjk(z)∣≤(∣Kjk(0)∣+∥K′jk∥1)/∣z∣ holds for every nonzero z with Im⁡z≥0. Here PV⁡∫RF(ξ)/(ξ−ω)dξ means lim⁡R→∞lim⁡η↓0(∫ω−Rω−η+∫ω+ηω+R)F(ξ)/(ξ−ω)dξ; the tails converge absolutely, so the choice of centering at infinity does not change the limit. For an instantaneous real response matrix χ∞∈Rd×d define the total transfer function χtotal:=χ∞+χ; the formulas then apply to χtotal−χ∞=χ; the scalar case is d=1. Causality alone supplies neither growth assumptions beyond those stated nor the passivity quadratic-form condition, which is a separate model assertion.

Facts & Assumptions

Given: An integer d≥1, a locally absolutely continuous matrix kernel K:[0,∞)→Rd×d with K,K′∈L1(0,∞) and sK(s)∈L1(0,∞) entrywise, Countable Choice and Dependent Choice, and the response χ as in the statement. Write k=Kjk for a fixed real entry.

[L1]

Absolute continuity, its calculus and integrability. Absolute continuity on a compact interval defines absolute continuity on a compact interval by the finite disjoint-interval condition; C1 implies Lipschitz, Lipschitz implies absolutely continuous, and absolutely continuous implies continuous and bounded variation gives that a C1 function on [a,b] in the endpoint-extension sense is Lipschitz, hence absolutely continuous. Under Countable and Dependent Choice, Fundamental theorem of calculus for absolutely continuous functions gives, for k absolutely continuous on [0,N], the a.e. derivative k′∈L1[0,N] and the identity k(s)=k(0)+∫0sk′(u) du; Integration by parts for absolutely continuous functions gives ∫abFG′+∫abF′G=F(b)G(b)−F(a)G(a) for absolutely continuous F,G.

[L2]

Convergence and parameter integrals. Dominated convergence: if fn→f a.e. and ∣fn∣≤g a.e. with ∫g<∞, then ∫∣fn−f∣→0 and ∫fn→∫f. Monotonicity and nonnegative homogeneity of the nonnegative integral: monotonicity and the scalar rule for nonnegative integrals; in particular a nonnegative function bounded below by a positive constant on sets of unbounded measure has infinite integral. Differentiation under the integral sign: with an integrable majorant for the parameter derivative, the parameter integral is differentiable with the expected derivative.

[L3]

Complex analysis tools. A complex domain is a nonempty connected open subset of C: the upper half-plane H={z:Im⁡z>0} and its translates are nonempty connected open sets. Continuous first partial derivatives and the Cauchy–Riemann equations imply complex differentiability pointwise, and holomorphy when they hold throughout an open set: a function with continuous first partials satisfying ux=vy, uy=−vx at every point is holomorphic. Continuous integrands have complex and absolute line integrals along every rectifiable path and ML estimate: a contour integral is bounded by a supremum bound times path length: line integrals of continuous integrands over rectifiable contours exist and satisfy ∣∫γf∣≤ML(γ) when ∣f∣≤M on the trace. Cauchy's theorem on a star-shaped domain: every closed rectifiable contour integral of a holomorphic function is zero: a holomorphic function on an open star-shaped set has zero integral over every closed rectifiable contour in it; A closed contour path-homotopic to a constant loop has zero integral against every holomorphic function records the same conclusion for null-homotopic loops in general open sets. A uniformly convergent sequence of continuous integrands on a fixed contour permits passage of the limit through the complex line integral: on a fixed rectifiable contour, uniform convergence of continuous integrands passes to the integral. Heine-Cantor: a continuous map from a compact metric space to any metric space is uniformly continuous: a continuous function on a compact metric space is uniformly continuous, so continuity on the closed upper half-plane gives uniform convergence on compact pieces under vertical shifts. The Axiom of Countable Choice (ACω), The axiom of dependent choice: a relation in which every element is related to something admits an N-indexed chain are the declared choice assumptions of [L1].

Proof

1.1L1L2

Fix an entry k=Kjk. On each [0,N] the FTC representation of [L1] gives k(s)=k(0)+∫0sk′(u) du for every s∈[0,N]. Since k′∈L1(0,∞), the limit ℓ:=k(0)+∫0∞k′(u) du exists and k(s)→ℓ as s→∞, because ∣k′(u)∣1[0,s](u)≤∣k′(u)∣ and dominated convergence [L2] applies. If ℓ≠0 there is s0 with ∣k(s)∣≥∣ℓ∣/2 for all s≥s0, so monotonicity of the nonnegative integral [L2] gives ∫0N∣k∣≥(∣ℓ∣/2)(N−s0)→∞, contradicting k∈L1; hence ℓ=0 and k(s)→0.

1.2L2

For Im⁡z≥0 the integral defining the entry χjk(z)=∫0∞k(s)eizsds converges absolutely with ∣χjk(z)∣≤∫0∞∣k(s)∣e−Im⁡z⋅sds≤∥k∥1, and it is continuous on the closed upper half-plane: if zn→z in {Im⁡≥0}, then k(s)eizns→k(s)eizs pointwise with majorant ∣k(s)∣, so [L2] gives χjk(zn)→χjk(z).

1.3L2L3

Write z=x+iy on H. The parameter derivatives of the integrand k(s)eizs in x and y are isk(s)eizs and −sk(s)eizs, whose absolute values are bounded by the measurable function s∣k(s)∣, integrable by hypothesis; Differentiation under the integral sign applied on a bounded rectangle around any point of H therefore gives ∂xχjk(z)=∫0∞isk(s)eizsds and ∂yχjk(z)=−∫0∞sk(s)eizsds, and both partials are continuous on H by [L2]. Since ∂yχjk=−∫0∞sk(s)eizsds=i ∂xχjk, the Cauchy-Riemann equations hold with continuous partials, and Continuous first partial derivatives and the Cauchy–Riemann equations imply complex differentiability pointwise, and holomorphy when they hold throughout an open set makes χjk holomorphic on the upper half-plane.

2.1step 1.2L2

Along the real boundary, fix ω∈R: for t in a bounded interval around ω the integrand k(s)eits has t-derivative isk(s)eits, bounded by the integrable s∣k(s)∣, so Differentiation under the integral sign gives χjk′(t)=∫0∞isk(s)eitsds for every such t, and this derivative is continuous in t by dominated convergence [L2]. Thus χjk is continuous on the closed upper half-plane (step 1.2) and C1 on its real boundary.

2.2step 1.1L1L2

For z≠0 with Im⁡z≥0 and N>0, apply Integration by parts for absolutely continuous functions on [0,N] to the absolutely continuous pair (k,Re⁡eizs) and to (k,Im⁡eizs); the function s↦eizs is C1 hence absolutely continuous by [L1], and combining the two real identities gives ∫0Nk(s)eizsds=k(N)eizN−k(0)iz−1iz∫0Nk′(s)eizsds. Since ∣eizN∣≤1 for Im⁡z≥0 and k(N)→0 by step 1.1, dominated convergence [L2] with majorant ∣k′∣ gives, in the limit N→∞, χjk(z)=−k(0)iz−1iz∫0∞k′(s)eizsds; hence ∣χjk(z)∣≤∣k(0)∣+∥k′∥1∣z∣ for every nonzero z with Im⁡z≥0, in particular ∣χjk(z)∣≤∣k(0)∣+∥k′∥1 for ∣z∣≥1, and χjk(z)=O(1/∣z∣) uniformly on the closed upper half-plane.

3.1step 1.2step 1.3step 2.2L1L3

Let F=χjk, which is holomorphic on H, continuous on the closed upper half-plane and O(1/∣z∣) there by steps 1.3, 1.2 and 2.2. Fix ω∈R, choose R>∣ω∣+2 and 0<η<1, and let γ be the closed contour consisting of the real segments [ω−R,ω−η] and [ω+η,ω+R] traversed from left to right, the clockwise small upper semicircle z=ω+ηeiθ with θ decreasing from π to 0, and the counterclockwise large upper semicircle z=ω+Reiθ with θ increasing from 0 to π; every piece is rectifiable and the contour is closed. For δ>0 put fδ(z)=F(z+iδ)/(z−ω) on the open set Dδ={z:Im⁡z>−δ/2}∖{ω−iv:v≥0}: this set is star-shaped about ω+iA for A>1, because the removed ray lies in {Im⁡≤0} while every point of γ has Im⁡≥0 and different from ω, so the segment from ω+iA to it stays in Dδ. On Dδ the function F(⋅+iδ) is holomorphic (translate of a holomorphic function) and 1/(z−ω) is holomorphic off ω, and γ lies in Dδ; Cauchy's theorem on a star-shaped domain: every closed rectifiable contour integral of a holomorphic function is zero therefore gives ∫γfδ=0. As δ↓0 the integrands fδ converge uniformly on the trace of γ to F(z)/(z−ω): the trace is compact, all shifted points lie in a compact subset of the closed upper half-plane, and F is uniformly continuous there by Heine-Cantor: a continuous map from a compact metric space to any metric space is uniformly continuous; so A uniformly convergent sequence of continuous integrands on a fixed contour permits passage of the limit through the complex line integral gives ∫γF(z)/(z−ω)dz=0.

4.1step 2.1step 2.2step 3.1L3

Estimate the pieces of the identity of step 3.1, using ∣F(z)∣≤C/∣z∣ from step 2.2. On the large arc ∣z−ω∣=R and ∣z∣≥R−∣ω∣, so the integrand is at most C/(R(R−∣ω∣)) and ML estimate: a contour integral is bounded by a supremum bound times path length bounds the contribution by πRC/(R(R−∣ω∣))→0 as R→∞. On the small arc, parametrizing z=ω+ηeiθ with θ decreasing from π to 0 gives ∫=−i∫0πF(ω+ηeiθ) dθ→−iπF(ω) as η↓0 by continuity of F. The two real segments contribute ∫η<∣t∣<RF(ω+t)/t dt with t real; on η<∣t∣≤1 subtract F(ω), whose quotient has zero integral on this symmetric punctured interval. The difference quotient [F(ω+t)−F(ω)]/t is bounded there and tends to F′(ω) by the boundary C1 property (step 2.1). On the tails keep the ORIGINAL integrand F(ω+t)/t: for ∣t∣≥max⁡(1,2∣ω∣) its modulus is at most 2C/∣t∣2 by step 2.2, while the intervening compact intervals are regular. Thus the principal value exists by local cancellation and its two tails converge absolutely. Passing to the limit first in η and then in R in the identity ∫γF/(z−ω)=0 therefore yields PV⁡∫RF(ξ)ξ−ωdξ=iπF(ω), and the tails converge absolutely, so the centering at infinity does not affect the limit.

5.1step 4.1

Write F=u+iv with u=Re⁡F, v=Im⁡F. Splitting the identity of step 4.1 into real and imaginary parts gives PV⁡∫Ru(ξ)ξ−ωdξ+iPV⁡∫Rv(ξ)ξ−ωdξ=iπ(u(ω)+iv(ω))=−πv(ω)+iπu(ω); comparing parts, u(ω)=1πPV⁡∫Rv(ξ)ξ−ωdξ and v(ω)=−1πPV⁡∫Ru(ξ)ξ−ωdξ.

6.1step 1.3step 2.1step 2.2step 5.1∎

Each entry k=Kjk is locally absolutely continuous with k,k′∈L1(0,∞) and sk(s)∈L1(0,∞) by the hypotheses on K, so steps 1.3, 2.1, 2.2 and 5.1 apply to it: the entries of χ are holomorphic on the upper half-plane, continuous on the closed upper half-plane and C1 on the real boundary, obey ∣χjk(z)∣≤(∣k(0)∣+∥k′∥1)/∣z∣ for nonzero z with Im⁡z≥0 (hence ∣χjk(z)∣≤∣k(0)∣+∥k′∥1 for ∣z∣≥1), and satisfy the two displayed principal-value dispersion formulas. For an instantaneous real matrix χ∞ the identities applied to χ=χtotal−χ∞ give the stated form of the total transfer function; the scalar case is d=1. Nothing in the argument uses or produces a passivity quadratic-form condition, and no growth assumption beyond the stated integrability of K,K′,sK is made.

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