The slice average is analysed through six preliminaries on slices of continuous maps, zero extensions and nonnegative integrals; the identity for the integral over the cell is obtained from the Tonelli theorem, applied so that the integral in the averaged coordinate is innermost, after checking that the inner integrals of a function and of its slice average coincide.
Proof
Each result cited is universally quantified over the data in its own statement, and is applied here to the data named below. We use silently that the order of R is reflexive, transitive and antisymmetric, that equal real numbers satisfy β€ in both directions, and that x<y entails xβ€y.
(P1) Slices of continuous maps are continuous. Let g:RnβR be continuous, let xβRn and let iβ[n]. Then the map gi,xβ:RβR given by gi,xβ(s)=g(x[i:s]) is continuous from (R,dRβ) to (R,dRβ).
Indeed, let s0ββR and let Ξ΅ be a real number with 0<Ξ΅. By Continuous Map Between Metric Spaces, applied to g at the point x[i:s0β], there is a real Ξ΄>0 such that every yβRn with β₯yβx[i:s0β]β₯<Ξ΄ satisfies β£g(y)βg(x[i:s0β])β£<Ξ΅. Let sβR with β£sβs0ββ£<Ξ΄. By (P0), β₯x[i:s]βx[i:s0β]β₯=β£sβs0ββ£<Ξ΄, so β£gi,xβ(s)βgi,xβ(s0β)β£<Ξ΅. As s0β and Ξ΅ were arbitrary, gi,xβ is continuous by Continuous Map Between Metric Spaces.
(P2) The displacement bound. Let y,zβRn, let iβ[n] and let sβR. Then β₯y[i:s]βz[i:s]β₯β€β₯yβzβ₯.
(P3) Zero extensions of continuous maps. Let g:RβR be continuous from (R,dRβ) to (R,dRβ) and let g~β:RβR take the value g(s) at sβ[0,1] and the value 0 at every sβR with sβ/[0,1]. Then g~β is measurable with respect to B(R) and integrable with respect to Ξ».
Indeed, the restriction h of g to [0,1] is continuous as a map from the subset [0,1] of (R,dRβ) into (R,dRβ): for a point of [0,1] and a real Ξ΅>0, any Ξ΄ witnessing the continuity of g there also witnesses that of h, since the requirement is imposed at fewer points. The zero extension of h in the sense of Agreement of the Riemann and Lebesgue Integrals for Continuous Functions on a Closed Interval is exactly g~β, so claim 2 of that lemma, applied with a=0 and b=1, gives the assertion.
(P4) The indicators of [0,1] and [0,1). Let [0,1)={sβR:0β€sΒ andΒ s<1}. Then [0,1] and [0,1) belong to B(R), their indicators1[0,1]β and 1[0,1)β are measurable with respect to B(R) and integrable with respect to Ξ», and
Proof of claim 1. Let iβ[n] and wβCperβ, and let xβRn. The map sβ¦w(x[i:s]) is continuous by (P1), applied to g=w, and w~i,xβ is its zero extension in the sense of (P3), so w~i,xβ is measurable with respect to B(R) and integrable with respect to Ξ» by (P3). Its integral is therefore a real number, so (Piβw)(x) is defined for every xβRn and Piβw is a map from Rn to R.
Nonnegativity. Suppose 0β€w(y) for every yβRn. Then 0β€w~i,xβ(s) for every sβR, the value being w(x[i:s]) on [0,1] and 0 elsewhere. By the monotonicity recorded in claim 2 of Linearity and Monotonicity of the Lebesgue Integral, and the Integrability Criterion, applied to the integrable maps 0 and w~i,xβ of (P6), 0=β«Rβ0dΞ»β€β«Rβw~i,xβdΞ»=(Piβw)(x).
Piβw is Zn-periodic. Let xββRn and eβZn, and let eβ² be the point of Rn whose ith coordinate is 0 and whose kth coordinate is ekβ for every kβ[n] with kξ =i; then eβ²βZn, since 0 is an integer and each ekβ is. For sβR the points (xβ+e)[i:s] and xβ[i:s]+eβ² both have ith coordinate s, the second because s+0=s, and for kξ =i both have kth coordinate xkββ+ekβ; so they are equal. By the Zn-periodicity of w,
Let yβRn with β₯yβx0ββ₯<Ξ΄. For every sβR, (P2) gives β₯y[i:s]βx0β[i:s]β₯β€β₯yβx0ββ₯<Ξ΄, so β£w(y[i:s])βw(x0β[i:s])β£<Ξ΅β². Consequently
Piβw is free of the ith coordinate. Let xβRn and sβR, and put y=x[i:s]. For every ΟβR the points y[i:Ο] and x[i:Ο] have ith coordinate Ο and, for kξ =i, the common kth coordinate xkβ, because ykβ=xkβ for kξ =i; so y[i:Ο]=x[i:Ο]. Hence w~i,yβ=w~i,xβ and (Piβw)(x[i:s])=(Piβw)(x).
Other free coordinates are inherited. Let jβ[n] and suppose w is free of the jth coordinate. If j=i the conclusion is the previous paragraph, so assume jξ =i. Let xβRn and sβR, and put y=x[j:s]. For ΟβR the points y[i:Ο] and (x[i:Ο])[j:s] have ith coordinate Ο, jth coordinate s, and kth coordinate xkβ for every kβ[n] with kξ =i and kξ =j; so they are equal. Since w is free of the jth coordinate,
w(y[i:Ο])=w((x[i:Ο])[j:s])=w(x[i:Ο])(ΟβR),
so w~i,yβ=w~i,xβ and (Piβw)(x[j:s])=(Piβw)(x).
waβCperβ. Suppose 0β€w(x) for every xβRn and let a be a positive real number. Write R+β for the nonnegative reals with the metric d+β, the restriction of dRβ, and Paβ:R+ββR+β for the map tβ¦ta, as in Properties of Real Powers; thus wa(x)=Paβ(w(x)), and 0β€wa(x) by Properties of Real Powers (i). Let x0ββRn and let Ξ΅ be a real number with 0<Ξ΅. By Properties of Real Powers (vii) and Continuous Map Between Metric Spaces, applied to Paβ at the point w(x0β) of R+β, there is a real Ξ·>0 such that every tβR+β with β£tβw(x0β)β£<Ξ· satisfies β£taβ(w(x0β))aβ£<Ξ΅. By the continuity of w at x0β there is a real Ξ΄>0 such that every yβRn with β₯yβx0ββ₯<Ξ΄ satisfies β£w(y)βw(x0β)β£<Ξ·; for such y the value w(y) lies in R+β, so β£wa(y)βwa(x0β)β£<Ξ΅. As x0β and Ξ΅ were arbitrary, wa is continuous by Continuous Map Between Metric Spaces. If eβZn then wa(x+e)=(w(x+e))a=(w(x))a=wa(x), so wa is Zn-periodic and waβCperβ by Lattice-Periodic Functions and the Periodic Function Classes (iii).
Free coordinates. Let jβ[n] and suppose w is free of the jth coordinate. Then β£wβ£(x[j:s])=β£w(x[j:s])β£=β£w(x)β£=β£wβ£(x) for all x and s, and likewise wa(x[j:s])=(w(x[j:s]))a=(w(x))a=wa(x) in the case just described.
Proof of claim 3. Let iβ[n].
The constant map. The map 1 is continuous, since for a point of Rn and a real Ξ΅>0 any positive Ξ΄ witnesses the condition of Continuous Map Between Metric Spaces, the difference of values being β£1β1β£=0<Ξ΅; and 1(x+e)=1=1(x) for eβZn, so 1 is Zn-periodic. Hence 1βCperβ by Lattice-Periodic Functions and the Periodic Function Classes (iii). For xβRn the map 1~i,xβ takes the value 1 at every sβ[0,1] and 0 elsewhere, so it is the indicator 1[0,1]β, and (Piβ1)(x)=β«Rβ1[0,1]βdΞ»=1 by (P4). Thus Piβ1=1.
Since v~i,xβ is nonnegative and integrable, (P6) shows that its integral in [0,β] is the real number (Piβv)(x), in particular finite. So f is a 2-integrable function on (R,B(R),Ξ») in the sense of Power-Integrable Functions and the p-Seminorm (ii), with 2-seminormβ₯fβ₯2β=((Piβv)(x))1/2; and likewise β₯gβ₯2β=((Piβw)(x))1/2.
H"older. Since 1<2 and 21β+21β=1, the number 2 is the exponent conjugate to 2 in the sense of Conjugate Exponents and Young's Inequality (i), by the uniqueness asserted there. Applying HΓΆlder's Inequality (i) to the measure space (R,B(R),Ξ») with p=q=2 and the functions f and g gives
Finally β£fgβ£=F, and F is nonnegative and integrable, so by (P6) the left-hand side is the real number β«RβFdΞ»=(Piβ[(vw)1/2])(x). As x was arbitrary, claim 4 follows.
Proof of claim 6. Let v:RnβR be free of the jth coordinate for every jβ[n], and let xβRn. For kβN let y(k) be the point of Rn whose jth coordinate is 0 for every jβ[n] with jβ€k and is xjβ for every jβ[n] with k<j; this is well defined because the order of N is total by claim 3 of Properties of the Order on the Natural Numbers. Put A={kβN:v(y(k))=v(x)}.
1βA. Every jβ[n] satisfies 1β€j by claim 4 of Properties of the Order on the Natural Numbers, so the jth coordinate of y(1) is 0 when j=1 and xjβ when 1<j; that is, y(1)=x[1:0]. Since 1β€n we have 1β[n], so freeness of the first coordinate gives v(y(1))=v(x).
Suppose first S(k)β€n, so S(k)β[n]. We claim y(S(k))=y(k)[S(k):0]. The S(k)th coordinates are both 0. Let jβ[n] with jξ =S(k). If jβ€S(k) then jβ€k by claim 5 of Properties of the Order on the Natural Numbers, so both points have jth coordinate 0. Otherwise S(k)<j, and k<S(k) by claim 5 of that lemma, so k<j and both points have jth coordinate xjβ. The claim follows, and freeness of the S(k)th coordinate gives v(y(S(k)))=v(y(k))=v(x).
Suppose instead n<S(k). Then nβ€S(k) and nξ =S(k), so nβ€k by claim 5 of Properties of the Order on the Natural Numbers, and kβ€S(k) by that same claim. Every jβ[n] then satisfies jβ€nβ€kβ€S(k), so y(k) and y(S(k)) have jth coordinate 0 for every jβ[n] and are equal; hence v(y(S(k)))=v(x).
In both cases S(k)βA. By Principle of Induction for the Natural Numbers, A=N; in particular nβA. Every jβ[n] satisfies jβ€n, so y(n) is the point 0 all of whose coordinates are 0, and v(x)=v(y(n))=v(0). Since x was arbitrary, c=v(0) has the required property.
Proof of claim 7. Suppose nβ€3, let iβ[n] and let wβCperβ satisfy 0β€w(y) for every yβRn. By claim 1, PiβwβCperβ and 0β€(Piβw)(y) for every yβRn.
The indicator 1Qβ takes only the values 0 and 1, so f and h are nonnegative: at yβQ their values are w(y) and (Piβw)(y), and at yβ/Q both are 0 by claim 1 of Zero Products and Elementary Identities in a Field. By (P6) they are therefore measurable as maps into [0,β], and the two displayed real numbers are their integrals in [0,β]. It suffices to prove
β«RnβfdΞ»nβ=β«RnβhdΞ»nβinΒ [0,β].
Step A: the slices in the ith coordinate. We claim that for every xβRn the maps sβ¦f(x[i:s]) and sβ¦h(x[i:s]) are measurable with respect to B(R), take nonnegative values, and have the same integral in [0,β].
Fix xβRn and let c be the real number 1 if 0β€xkβ and xkβ<1 for every kβ[n] with kξ =i, and 0 otherwise. By The Flat Torus: Standing Notation (ii) and The Half-Open Unit Cell Tiles Euclidean Space (i), Q is the set of yβRn with 0β€ykβ and ykβ<1 for every kβ[n]. The point x[i:s] has ith coordinate s and kth coordinate xkβ for every kξ =i, so x[i:s]βQ holds exactly when c=1 and sβ[0,1), with [0,1) as in (P4). Hence
1Qβ(x[i:s])=c1[0,1)β(s)(sβR).
By claim 2 the map Piβw is free of the ith coordinate, so (Piβw)(x[i:s])=(Piβw)(x) for every sβR and
If c=0 then f(x[i:s])=0 for every s, by claim 1 of Zero Products and Elementary Identities in a Field, and also Ξ±=0; the map is the indicator of the empty set, so its integral is Ξ»(β )=0=Ξ± by The Integral of an Indicator Function is the Measure of the Set and Measure, Measure Space, and Probability Measure. If c=1 then f(x[i:s])=1[0,1)β(s)w(x[i:s]), and this agrees with w~i,xβ(s) at every real s with sξ =1: for sβ[0,1) both equal w(x[i:s]), and for sβR with sβ/[0,1] both are 0, while [0,1] and [0,1) have the same members apart from 1. The set {1} is null by (P4), so the two maps agree almost everywhere, and The Lebesgue Integral and Null Sets (iii) gives that their integrals in [0,β] are equal. Since w~i,xβ is nonnegative and integrable, (P6) identifies its integral in [0,β] with the real number (Piβw)(x)=Ξ±. In both cases
Let g denote either f or h. In each case below the integral β«RnβgdΞ»nβ is expressed as an iterated integral in which, for each value of the outer variables, the innermost integral is one of the integrals of Step A. Those integrals have the same value for g=f and for g=h, so at each stage the measurable functions being integrated coincide for f and for h, and therefore so do the iterated integrals.
The case n=1. Here i=1. Under the identification of R1 with R recorded above we have Ξ»1β=Ξ», and for any xβR1 the map sβ¦x[1:s] is that identification itself, the point x[1:s] having single coordinate s. Hence β«R1βgdΞ»1β=β«Rβg(x[1:s])dΞ»(s).
the sections and the functions defined by the inner integrals being measurable by that theorem. If i=2 we use the first form: for fixed r and every s, the point (r,s) equals x[2:s] for x=(r,0), so the inner integral is β«Rβg(x[2:s])dΞ»(s) with that x. If i=1 we use the second form: for fixed s and every r, the point (r,s) equals x[1:r] for x=(0,s).
and for every tβR the section ΞΈβ¦g((ΞΈ,t)) is measurable with respect to B(R2) by the part of that theorem concerning sections.
If i=3 we use the first form: for fixed ΞΈ=(r,s) and every t, the point ((r,s),t) equals x[3:t] for x=((r,s),0), so the inner integral is one of the integrals of Step A.
If iβ{1,2} we use the second form and apply Tonelli's and Fubini's Theorems once more, with X=Y=R, to the section ΞΈβ¦g((ΞΈ,t)) for each fixed t:
For i=1 we take the first form: for fixed s and t and every r, the point ((r,s),t) equals x[1:r] for x=((0,s),t). For i=2 we take the second: for fixed r and t and every s, the point ((r,s),t) equals x[2:s] for x=((r,0),t).
In every case, by Step A the innermost integrals agree for g=f and g=h at every value of the outer variables. Hence the functions integrated at the next level agree, and, iterating, β«RnβfdΞ»nβ=β«RnβhdΞ»nβ. With the reduction at the start of this proof, claim 7 follows.