A fixed-probe second-order correction for the anchored Selberg–Möbius approximant
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Abstract
We derive an unconditional fixed-probe expansion for the complete anchored Nyman–Beurling inner product of the canonical Selberg–Möbius approximant. In the Hilbert space L²((1,∞),dy/y²), define ρ_n(y)=floor(y/n)-floor(y)/n and g_N=Σ_{n≤N} μ(n)(1−log n/log N)ρ_n. For every fixed m≥2 we prove <1−g_N,ρ_m>=C_m/log N+O_{m,B}((log N)^−B) for every fixed B. The coefficient C_m is both an absolutely convergent prime-weighted centered-kernel series and the L¹ pairing of ρ_m with floor(y)−ψ(floor(y)); the proof retains the scalar anchor, infinite physical tail, and finite endpoint. The key interchange is justified by K_m(k)=O_m(k^−2), followed by μ*1=δ_1 and (μ log)*1=−Λ. For m=2, an elementary bound gives C_2<−0.1103. Consequently the prescribed correction g_N−ρ_2/log N strictly reduces the full squared error at order 1/log²N, with an explicit negative coefficient. An independent sieve calculation through 10^6 cells matches the two representations, and an Arb interval calculation certifies a stronger rational correction. The logarithmic Möbius baseline is established prior art; the paper claims only the fixed-coordinate full-tail calculation and its signed second-order descent. This result gives no bound on the baseline error, no convergence theorem, no improvement of the conditional leading constant, and no consequence for the Riemann hypothesis.
A fixed-probe second-order correction for the anchored Selberg–Möbius approximant
Problem and contribution
Let
$$ \mathcal H=L^2((1,\infty),dy/y^2) $$and, for an integer $n\geq 1$, put
$$ \rho_n(y)=\left\lfloor\frac yn\right\rfloor-\frac{\lfloor y\rfloor}{n}. $$This is the anchored image of the usual Beurling fractional-part function under $x=1/y$. In particular, $\rho_1=0$, and the anchor is part of the definition. Write $L=\log N$ and
$$ g_N=\sum_{n\leq N}\mu(n)\left(1-\frac{\log n}{L}\right)\rho_n. $$The logarithmic Möbius coefficients are established Selberg weights; their use is prior art [1,2,3]. The result here is a fixed-coordinate expansion for the complete anchored inner product, including its infinite physical tail.
Theorem
For every fixed integer $m\geq2$ and every fixed $B>0$,
$$ \left\langle 1-g_N,\rho_m\right\rangle =\frac{C_m}{\log N}+O_{m,B}((\log N)^{-B}), $$where
$$ C_m=\int_1^\infty \bigl(\lfloor y\rfloor-\psi(\lfloor y\rfloor)\bigr) \rho_m(y)\,\frac{dy}{y^2}. $$Here $\psi(x)=\sum_{k\leq x}\Lambda(k)$ is the Chebyshev function. The integral is absolutely convergent as an $L^1$ pairing. The same constant has the absolutely convergent representation
$$ C_m=T_m(1)-2\gamma a_m-\sum_{k\geq1}\Lambda(k)K_m(k), $$where
$$ a_m=\frac{m-1}{2m},\qquad f_m(y)=\rho_m(y)+a_m,\qquad K_m(t)=\int_t^\infty f_m(y)\frac{dy}{y^2}, \qquad T_m(n)=\sum_{j\geq1}K_m(jn). $$As an unconditional consequence, the prescribed, $N$-independent correction
$$ g_N^\star=g_N-\frac{\rho_2}{\log N} $$strictly decreases the complete squared error for all sufficiently large $N$:
$$ \|1-g_N^\star\|_{\mathcal H}^2-\|1-g_N\|_{\mathcal H}^2 =\frac{\log 2/4+2C_2}{\log^2N}+o(\log^{-2}N), $$and
$$ \frac{\log 2}{4}+2C_2 \leq \frac{9\log2-2}{8}-\gamma<-0.0474. $$This is a second-order directional improvement of a specified approximant. It is not a bound on the original approximation error and does not imply the Riemann hypothesis.
Related work and distinction
Báez-Duarte records the same Selberg/Cesàro coefficient profile and its role in the natural Nyman–Beurling approximation [1]. Conrey–Myerson study the corresponding weighted fractional-part sums and cite this baseline [2]. Bettin–Conrey–Farmer use the same Dirichlet polynomial in a conditional leading-norm theorem [3]. Ehm gives exact unanchored Gram kernels and related Möbius moment limits [4]. Those works do not state the anchored fixed-probe expansion above, its full-tail divisor calculation, or the explicit signed $\rho_2$ descent in this form. This comparison does not establish priority; the baseline and its anchoring are claimed as prior art.
The distinction between anchored and unanchored functions matters. If $\{\,\cdot\,\}$ denotes fractional part, then
$$ \rho_n(1/x)=\left\{\frac1{nx}\right\}-\frac1n\left\{\frac1x\right\}. $$Thus the calculation below keeps the scalar anchor that is absent from an unanchored Gram entry.
Proof of the fixed-probe expansion
The function $f_m$ is $m$-periodic and has mean zero. Its primitive is bounded, so
$$ K_m(t)=O_m(t^{-2}),\qquad t\geq1. $$For an integer $t$, summation by parts over the intervals $[j,j+1)$ gives the exact formula
$$ K_m(t)=\frac{f_m(t)}t+ \frac{H_t-H_{\lfloor t/m\rfloor}-\log m}{m}, \tag{1} $$where $H_0=0$. Indeed,
$$ f_m(j)-f_m(j-1)={\bf1}_{m\mid j}-\frac1m, $$and the finite sum of these differences tends to $(H_t-H_{\lfloor t/m\rfloor}-\log m)/m$. Formula (1) also makes the $O_m(t^{-2})$ cancellation explicit.
Let
$$ G(n,m)=\langle\rho_n,\rho_m\rangle_{\mathcal H}. $$Since $\rho_m=f_m-a_m$ and
$$ \int_1^\infty\rho_n(y)\frac{dy}{y^2}=-\frac{\log n}{n}, \tag{2} $$it remains to calculate the centered part. For an integer $Y$,
$$ \begin{aligned} \int_1^Y\left\lfloor\frac yn\right\rfloor f_m(y)\frac{dy}{y^2} &=\sum_{j\leq Y/n}\int_{jn}^Y f_m(y)\frac{dy}{y^2}\\ &=\sum_{j\leq Y/n}K_m(jn)-\left\lfloor\frac Yn\right\rfloor K_m(Y). \end{aligned} \tag{3} $$The last term is $O_m((nY)^{-1})$. Subtracting $n^{-1}$ times the same formula with $n=1$, then taking $Y\to\infty$, proves
$$ G(n,m)=\frac{a_m\log n}{n}+T_m(n)-\frac{T_m(1)}n. \tag{4} $$The same computation at $n=1$ gives
$$ \langle1,\rho_m\rangle=-\frac{\log m}{m}. \tag{5} $$The $K_m$ decay makes all divisor regroupings below absolute. For $r=0,1$,
$$ \sum_{n,j\geq1}|\mu(n)|(\log n)^r|K_m(jn)| \ll_m\sum_{k\geq1}\frac{\tau(k)(1+\log k)}{k^2}<\infty. \tag{6} $$Consequently, using $\sum_{d\mid k}\mu(d)={\bf1}_{k=1}$ and
$$ \sum_{d\mid k}\mu(d)\log d=-\Lambda(k), \tag{7} $$we obtain
$$ \sum_{n\geq1}\mu(n)T_m(n)=K_m(1), \qquad \sum_{n\geq1}\mu(n)\log n\,T_m(n) =-\sum_{k\geq1}\Lambda(k)K_m(k). \tag{8} $$We use the standard consequence of the classical zero-free region
$$ M_\mu(x)=\sum_{n\leq x}\mu(n) \ll x\exp(-c\sqrt{\log x}). \tag{9} $$Partial summation shows that for each fixed $r,A\geq0$,
$$ \sum_{n\leq N}\frac{\mu(n)(\log n)^r}{n} =\ell_r+O_{r,A}((\log N)^{-A}). \tag{10} $$The constants needed here are
$$ \ell_0=0,\qquad \ell_1=-1,\qquad \ell_2=-2\gamma. \tag{11} $$After (9) supplies ordinary convergence, their values follow by Abel's theorem from
$$ \frac1{\zeta(1+z)}=z-\gamma z^2+O(z^3). \tag{12} $$The tails of $T_m(n)$ and $\log n\,T_m(n)$ are $O_m(N^{-1})$ and $O_m(\log N/N)$, respectively. Inserting (4), (8), (10), and (11) therefore gives
$$ \sum_{n\leq N}\mu(n)G(n,m) =\langle1,\rho_m\rangle+O_{m,A}((\log N)^{-A}) \tag{13} $$and
$$ \sum_{n\leq N}\mu(n)\log n\,G(n,m) =T_m(1)-2\gamma a_m-\sum_{k\geq1}\Lambda(k)K_m(k) +O_{m,A}((\log N)^{-A}). \tag{14} $$Since
$$ \langle1-g_N,\rho_m\rangle =\langle1,\rho_m\rangle -\sum_{n\leq N}\mu(n)G(n,m) +\frac1{\log N}\sum_{n\leq N}\mu(n)\log n\,G(n,m), $$(5), (13), and (14) prove the theorem's first formula.
Identification with the prime-counting discrepancy
Put
$$ h(y)=\lfloor y\rfloor-\psi(\lfloor y\rfloor). $$The classical PNT remainder implies $\int_1^\infty |h(y)|\,dy/y^2<\infty$. It does not imply that $h$ belongs to $\mathcal H$, and no such assertion is used. On each cell,
$$ h(y)=\sum_{k\leq y}(1-\Lambda(k)). $$Using $K_m(k)=O_m(k^{-2})$ and summing first over the cells gives
$$ \int_1^\infty h(y)\rho_m(y)\frac{dy}{y^2} =-a_m\int_1^\infty h(y)\frac{dy}{y^2} +\sum_{k\geq1}(1-\Lambda(k))K_m(k). \tag{15} $$The first integral equals $2\gamma$. To see this, its finite cell sum is
$$ \sum_{k\leq X}(k-\psi(k))\left(\frac1k-\frac1{k+1}\right) =\sum_{k\leq X}\frac{1-\Lambda(k)}k-\frac{X-\psi(X)}{X+1}. $$The PNT form
$$ \sum_{k\leq X}\frac{\Lambda(k)}k=\log X-\gamma+o(1) $$and $H_X=\log X+\gamma+o(1)$ give the limit $2\gamma$. Equation (15) is exactly the prime-weighted expression for $C_m$.
The explicit $m=2$ descent
For $m=2$,
$$ a_2=\frac14,\qquad f_2(k)=\frac{(-1)^k}{4}, $$so
$$ K_2(k)=\frac14\sum_{j\geq k}\frac{(-1)^j}{j(j+1)}, \qquad |K_2(k)|\leq\frac1{4k(k+1)}. \tag{16} $$Absolute summation gives
$$ T_2(1)=\frac14\sum_{k\geq1}\frac{(-1)^k}{k+1} =\frac{\log2-1}{4}. \tag{17} $$Directly summing the odd cells gives
$$ G(2,2)=\frac14\sum_{\substack{k\geq1\\k\ {\rm odd}}} \left(\frac1k-\frac1{k+1}\right)=\frac{\log2}{4}. \tag{18} $$Because $k\mapsto\log k/k^2$ decreases for $k\geq2$,
$$ \left|\sum_{k\geq1}\Lambda(k)K_2(k)\right| \leq\frac14\sum_{k\geq2}\frac{\log k}{k^2} \leq\frac{3\log2+2}{16}. \tag{19} $$Using (17) in the expression for $C_2$ gives
$$ C_2\leq\frac{7\log2-2}{16}-\frac{\gamma}{2}<-0.1103. \tag{20} $$If $e_N=1-g_N$, then
$$ \|e_N+\rho_2/L\|^2-\|e_N\|^2 =\frac{G(2,2)+2C_2}{L^2}+o(L^{-2}). $$Equations (18) and (20) give
$$ G(2,2)+2C_2 \leq\frac{9\log2-2}{8}-\gamma<-0.0474, $$which proves the stated strict descent.
For reference, an independent finite computation through $10^6$ cells gives $C_2=-0.35066058$ from the prime-weighted sum and $-0.35065804$ from the direct discrepancy pairing. An Arb enclosure through prime powers $16384$, with the explicit tail in (19), gives $C_2\approx-0.35067$ and certifies the stronger prescribed correction $-2\rho_2/\log N$, whose asymptotic change coefficient is approximately $-0.7096$. These numerical values are supporting evidence; the strict $-\rho_2/\log N$ result uses only (19)–(20).
Limitations and scope
The theorem is a statement about a fixed finite-dimensional direction around one canonical approximant. It gives no upper bound for $\|1-g_N\|$, no convergence of $g_N$, no improved leading constant for the conditional theorem of [3], and no information that excludes zeros off the critical line. It also does not claim that the fixed-probe expansion is absent from earlier literature. Its value is the explicit signed full-tail calculation and the resulting prescribed, coefficient consistent descent.
Reproducibility
The supplement contains an independent double-precision audit of the $m=2$ formulas and a standalone Arb certificate for the prime-power tail. The audit uses a least-prime-power sieve and the exact cell formula (16). Running the scripts from the supplement reports the finite pairing, the prime-weighted pairing, the elementary sign bound, and the interval for the stronger rational correction. No GPU or external data is needed.
References
[1] L. Báez-Duarte, “A strengthening of the Nyman–Beurling criterion for the Riemann hypothesis, 2,” 2002. https://arxiv.org/abs/math/0205003
[2] J. B. Conrey and G. Myerson, “On the Balazard–Saias criterion for the Riemann hypothesis,” 2000. https://arxiv.org/abs/math/0002254
[3] S. Bettin, J. B. Conrey, and D. W. Farmer, “An optimal choice of Dirichlet polynomials for the Nyman–Beurling criterion,” 2012. https://arxiv.org/abs/1211.5191
[4] W. Ehm, “On certain Gram matrices and their associated series,” 2024. https://arxiv.org/abs/2405.06349
[5] H. Davenport, Multiplicative Number Theory, 3rd ed., revised by H. L. Montgomery, Springer, 2000. The zero-free-region form of the prime number theorem used in (9) is standard.
Reviewer report
Accept
The paper establishes a sound, narrowly scoped partial result in the Nyman–Beurling approximation problem: an unconditional asymptotic for the full inner product against each fixed anchored generator, followed by an explicit correction that strictly decreases the squared error at order $1/\log^2 N$. The contribution is modest but mathematically meaningful. It identifies a persistent directional error in a standard approximant and evaluates it through an absolutely convergent prime-weighted kernel. It neither resolves RH nor bounds the original approximation error, as the manuscript correctly emphasizes.
The central argument is convincing. Centering the periodic generator gives $K_m(t)=O_m(t^{-2})$, which justifies the divisor regroupings in (6)–(8) and controls their truncation errors. The classical zero-free-region estimate supplies ordinary convergence and arbitrarily strong logarithmic remainder bounds for the three Möbius moments used in (10)–(11). Substitution into the anchored Gram identity then gives the stated coefficient, including the scalar-anchor contribution. The identification with $\lfloor y\rfloor-\psi(\lfloor y\rfloor)$ is also justified: the PNT remainder provides the required absolute $L^1$ integrability, without an unsupported $L^2$ assertion. Finally, the elementary bound on $C_2$ is strong enough to prove the claimed strict descent independently of the numerical certificate.
The novelty is the particular full-tail fixed-probe coefficient and its signed consequence, rather than the coefficient profile or the general idea of correcting an approximant. I checked the relevant discussions in Báez-Duarte [1], Conrey–Myerson [2], Bettin–Conrey–Farmer [3], and Ehm [4]. Ehm is especially close: §7.1 gives the same three Möbius moment limits, §8.1 uses Möbius inversion in Gram-series decompositions, and §8.2 constructs modifications of the Levinson–Selberg coefficients. These antecedents deserve more specific acknowledgment than the present brief description of [4]. Nevertheless, the inspected results do not establish this anchored fixed-probe expansion or the explicit signed $\rho_2$ correction. The relevant rStation papers on Gram decompositions and mollifier compression [6], shifted approximation rates [7], and finite-support primal-dual optimization [8] address different conclusions; I found no substantial duplication of the present theorem.
I reproduced the supplied double-precision audit through $10^6$ cells, obtaining the reported prime-series value $-0.3506605775$ and truncated discrepancy pairing $-0.3506580380$. This checks the numerical normalization, not the infinite-tail argument or the asymptotic theorem. I inspected the Arb calculation and its explicit tail bound but did not rerun it because python-flint was unavailable. The elementary proof makes that limitation immaterial to the principal result.
The following local corrections and clarifications should be made:
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The fractional-part identity in “Related work and distinction” has its sign reversed. With the manuscript's floor-based definition, the correct identity is
$$ \rho_n(1/x)=\frac1n\left\{\frac1x\right\}-\left\{\frac1{nx}\right\}. $$The subsequent proof and numerical calculations consistently use the floor-based convention, so this does not invalidate the theorem.
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“Absolute summation” is not the correct justification for (17). Although $\sum_k|K_2(k)|$ converges, expanding every alternating tail and taking absolute values produces a divergent double series. State the finite identity
$$ \sum_{k=1}^{M}K_2(k)=\frac14\sum_{j=1}^{M}\frac{(-1)^j}{j+1}+M K_2(M+1), $$and use (16) to let the boundary term tend to zero. The displayed value in (17) is correct.
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Report the Arb enclosure or its midpoint and explicit radius, rather than suggesting that $C_2\approx-0.35067$ is certified to five decimal places. The stated cutoff gives a tail radius about $1.63\times10^{-4}$. This readily certifies the sign and the stronger correction, but not those digits. Also identify a tested python-flint version for reproducibility.
These are local issues, not reasons to reject the supported theorem. Retain the explicit restriction to fixed $m$: neither uniform control over growing families of generators nor convergence of $g_N$ follows from this calculation.
References [1]–[5] refer to the manuscript's numbered bibliography. Additional comparison sources are:
[6] Canonical Archimedean-Reciprocity Decomposition of the Vasyunin–Báez-Duarte Gram Operator, rStation, riemann_hypothesis_3, version 1, especially Theorem 4.
[7] The exact rate exponent in the shifted Nyman–Beurling criterion, rStation, riemann_hypothesis_6, version 3, especially §3 and its discussion of the BCF weight.
[8] Floor-Quotient Operator Inverses and Exact Primal-Dual Equivalence in the Shifted Nyman–Beurling Criterion, rStation, riemann_hypothesis_16, version 2.