\documentclass[11pt,reqno]{amsart} \usepackage[T1]{fontenc} \usepackage{lmodern} \usepackage[margin=1in]{geometry} \usepackage{amsmath,amssymb,mathtools,microtype} \usepackage[hidelinks]{hyperref} \hypersetup{pdftitle={A logarithmic error term for subset sums of zero-sum-free sets},pdfauthor={Chao Liu}} \usepackage{enumitem} \usepackage{needspace} \setlist[enumerate]{label=\textup{(\roman*)},leftmargin=2em} \numberwithin{equation}{section} \newtheorem{theorem}{Theorem}[section] \newtheorem{lemma}[theorem]{Lemma} \newtheorem{proposition}[theorem]{Proposition} \newtheorem{corollary}[theorem]{Corollary} \newtheorem{conjecture}[theorem]{Conjecture} \theoremstyle{remark} \newtheorem{remark}[theorem]{Remark} \newcommand{\Sig}{\Sigma_0} \newcommand{\N}{\mathsf N} \newcommand{\gen}[1]{\langle #1\rangle} \newcommand{\stab}{\operatorname{Stab}} \newcommand{\ord}{\operatorname{ord}} \newcommand{\tri}[1]{\tau_{#1}} \newcommand{\calH}{\mathcal H} \DeclareMathOperator{\Ol}{Ol} \allowdisplaybreaks[2] \title[Subset sums with a logarithmic error term]{A logarithmic error term for subset sums\protect\\ of zero-sum-free sets} \author{Chao Liu} \address{Department of Mathematics, University of Mississippi, University, MS 38677, USA} \email{chaoliuac@gmail.com} \date{Revised draft, October 28, 2026} \subjclass[2020]{11B75, 20K01} \keywords{Subset sums, zero-sum-free sets, finite abelian groups, Olson constant} \begin{document} \begin{abstract} For a positive integer $k$, let $f(k)$ be the minimum number of distinct nonempty subset sums of a zero-sum-free $k$-element set, where the minimum is taken over all finite abelian groups. We prove \[ f(k)\ge \frac{k^2}{2}-13k\log(k+1)-116k. \] Together with the classical upper bound, this gives $f(k)=k^2/2+O(k\log k)$, with the optimal leading coefficient. As a consequence, the Olson constant of every finite abelian group $G$ satisfies $\Ol(G)\le\sqrt{2|G|}+O(\log|G|)$. The argument combines a triangular lower bound for repeated supports, a count using blocks of two and three copies, and a greedy expansion argument. No restriction is imposed on the order of the group or on the stabilizer of the set of subset sums. \end{abstract} \maketitle \section{Introduction} Let $G$ be a finite abelian group, written additively. For a finite sequence $T$ over $G$, let $\Sig(T)$ be the set of its subsequence sums, including the empty sum. When $T$ is a set, these are its subset sums. We call $T$ \emph{zero-sum-free} if none of its nonempty subsequences has sum zero. For such a sequence, put \[ \N(T)=|\Sig(T)|-1. \] Thus $\N(T)$ counts the distinct nonempty subsequence sums. We study \[ f(k)=\min\{\N(S): S\subseteq G,\ |S|=k,\ S\text{ zero-sum-free},\ G\text{ a finite abelian group}\}. \] The distinction between sets and sequences is essential in this definition: the elements of $S$ must be distinct. Eggleton and Erd\H{o}s introduced this invariant and proved, in particular, that \begin{equation}\label{eq:classical-upper} f(k)\le \left\lfloor\frac{k^2}{2}\right\rfloor+1 \qquad(k\ge4); \end{equation} see \cite{EE}. Olson obtained a quadratic lower bound with coefficient $1/9$ \cite{Olson}. Gao, Huang, Hui, Li, Liu, and Peng subsequently proved the uniform estimate $f(k)\ge k^2/6$ \cite[Theorem 1.1]{GHHLLP}. Our main result approaches the coefficient in \eqref{eq:classical-upper} with a logarithmic loss per element. \begin{theorem}\label{thm:main} Let $S$ be a zero-sum-free set of $k\ge1$ elements in a finite abelian group. Then \begin{equation}\label{eq:main} \N(S)\ge \frac{k^2}{2}-13k\log(k+1)-116k, \end{equation} where $\log$ denotes the natural logarithm. Consequently, \[ \frac{k^2}{2}-O(k\log k)\le f(k) \le\left\lfloor\frac{k^2}{2}\right\rfloor+1. \] \end{theorem} The associated zero-sum threshold is the \emph{Olson constant} $\Ol(G)$: the smallest positive integer $t$ such that every $t$-element subset of $G$ has a nonempty zero-sum subset. \begin{corollary}\label{cor:olson} For every finite abelian group of order $n$, \[ \Ol(G)\le\sqrt{2n}+13\log(n+1)+266. \] In particular, $\Ol(G)\le\sqrt{2n}+O(\log n)$, uniformly in $G$. \end{corollary} Hamidoune and Z\'emor proved $\Ol(G)\le\sqrt{2|G|}+O(|G|^{1/3}\log|G|)$ \cite[Theorem 4.5]{HZ}. Thus the leading constant $\sqrt2$ in the Olson problem is classical. Corollary~\ref{cor:olson} reduces the error in that estimate to logarithmic order. Theorem~\ref{thm:main} controls the actual number of subset sums; a bound on the ambient group order alone does not give this conclusion. The proof has three parts. First, for every integer $r\ge2$, if $U$ is a set and the sequence containing $2r$ copies of every element of $U$ is zero-sum-free, then $r$ copies already have at least $r|U|(|U|+1)/2$ nonempty sums. Second, we combine blocks of two and three copies to count sums in a quotient whose multiplicities are almost equal. This yields an alternative for antisymmetric zero-sum-free sets: either the set already has at least half the square of its size in nonempty subset sums, or every proper iterated sum of its symmetrization satisfies the expansion bound in Proposition~\ref{prop:alternative}. Finally, a greedy argument converts this expansion into \eqref{eq:main}. Its stopping rule handles tails that generate a proper subgroup. AI tools developed by OpenAI were used in this work. \section{Notation and additive tools} For a sequence $T=t_1\cdots t_\ell$, write $\sigma(T)=t_1+\cdots+t_\ell$, with $\sigma(\varnothing)=0$. For a subgroup $H\le G$, let $\pi_H:G\to G/H$ be the natural quotient map. For an integer $r\ge1$ and a set $U$, the notation $U^r$ denotes the sequence in which each element of $U$ occurs $r$ times. The sumset $rX$, by contrast, denotes $X+\cdots+X$, with repetitions allowed and exactly $r$ summands. Set \[ \tri m=\frac{m(m+1)}2,\qquad C^*=C\cup(-C)\cup\{0\}. \] A set $C$ is \emph{antisymmetric} if $C\cap(-C)=\varnothing$. A zero-sum-free set becomes antisymmetric after all its elements of order two have been removed. For $B\subseteq G$, define its translation boundary by \[ \lambda_B(x)=|(B+x)\setminus B|. \] We use \begin{equation}\label{eq:boundary-properties} \lambda_B(x)=\lambda_B(-x)=\lambda_{G\setminus B}(x),\qquad \lambda_B(x+y)\le\lambda_B(x)+\lambda_B(y). \end{equation} For $1\le j<|X|$, write $j\wedge X$ for the sums of $j$ distinct elements of $X$. The following standard estimates will be used throughout: \begin{equation}\label{eq:basic} \N(A)\ge\max\{|A|^2/6,\,2|A|-1\} \quad\text{for every nonempty zero-sum-free set }A, \end{equation} and \begin{equation}\label{eq:superadditive} \N(PQ)\ge\N(P)+\N(Q) \quad\text{if the concatenation }PQ\text{ is zero-sum-free}. \end{equation} See \cite[Theorem 1.1 and Lemmas 2.1--2.2]{GHHLLP}. We set $\N(\varnothing)=0$. We also use Kneser's theorem in its multiple-summand form: if $J$ is the stabilizer of $A_1+\cdots+A_t$, then \begin{equation}\label{eq:kneser} |A_1+\cdots+A_t|\ge\sum_{i=1}^t|A_i+J|-(t-1)|J|. \end{equation} By \cite[Theorem~3.2]{BGGH}, including its elementary two-group exception, \begin{equation}\label{eq:restricted} |j\wedge X|\ge |X|-1\qquad(1\le j<|X|). \end{equation} We recall the structural input needed only for the repeated-support lemma below. A set $X\subseteq Q$ is a \emph{Vosper set} if $|X+Y|\ge\min\{|Q|-1,|X|+|Y|\}$ whenever $|Y|\ge2$. An AP-representation or a Vosper-representation of $A\subseteq G$ means a subgroup $J$ for which \[ |A+J|<\min\{|G|,|A|+|J|\}, \] and the image of $A$ in $G/J$ is, respectively, an arithmetic progression or a Vosper set. If $0\in A$, $\gen A=G$, and $|A|\le|G|/2$, such a representation exists \cite[Theorem 3.1]{BGGH}. Call $U$ \emph{valid} if $|\Sig(V)|\le|\gen V|/2$ for every nonempty $V\subseteq U$. The following consequence of \cite[Proposition 4.1]{BGGH} handles the AP case: if $U$ is valid, antisymmetric, generates $G$, $|U|=m\ge4$, and $U^*$ has an AP-representation, then $|\Sig(U)|\ge\tri m+1$. Here $\Sig$ includes the empty sum, as does the subset-sum notation in \cite{BGGH}. The growth and boundary estimates for the Vosper case are proved below under the four-copy zero-sum-free hypothesis used in this paper. Finally, Olson's boundary estimate, in the form \cite[Lemma 2.7]{GHHLLP}, says that if $C$ is antisymmetric, $c=|C|$, $H=\gen C$, and $|H|\ge2b$ for $b=\min\{|B|,|G\setminus B|\}\ge1$, then \begin{equation}\label{eq:olson-boundary} \max_{x\in C}\lambda_B(x)\ge\frac12\min\{b+1,c+1\}. \end{equation} In this assertion $H$ may be a proper subgroup of $G$. \section{Repeated supports} \begin{lemma}\label{lem:four-copy-growth} Let $U$ be an $m$-element set generating a finite abelian group $G$, where $m\ge4$. Suppose $U^4$ is zero-sum-free and $U^*$ has a Vosper-representation. Then, for every integer $j\ge1$, \begin{equation}\label{eq:four-copy-growth} |jU^*|\ge\min\{|G|,2mj+1\}. \end{equation} \end{lemma} \begin{proof} The four-copy assumption makes $U$ antisymmetric and valid. To see validity, suppose $Z=\Sig(V)$ has size greater than $|\gen V|/2$ for some nonempty $V\subseteq U$. Then $Z+Z=\gen V$, and a representation of $-v$ by $V^2$, followed by a third copy of any $v\in V$, gives a zero-sum subsequence of $U^4$. Write $X=U^*$, and let $H$ be the subgroup in a Vosper-representation of $X$. Put \[ h=|H|,\quad Q=\pi_H(X),\quad u=|Q|,\quad v=|G/H|, \quad \delta=hu-|X|. \] The representation is strict, so $0\le\delta0$, validity and \eqref{eq:basic} give \[ 2a\le|\Sig(A)|\le |\gen A|/2\le h/2. \] For odd $h$ this yields $2a\le(h-1)/2$, as required. For even $h$, equality $|\Sig(A)|=h/2$ is impossible. Indeed, set $Z=\Sig(A)$ and $D=\Sig(A^2)=Z+Z$. The fact that $A^4$ is zero-sum-free gives $D\cap(-D)=\{0\}$, hence $|D|\le h/2$. Since $Z\subseteq D$ and $|Z|=h/2$, we obtain $Z+Z=Z$. A finite set containing zero and closed under addition is a subgroup. Thus $Z=\gen A$, contradicting validity. Therefore $2a\le h/2-1$ when $h$ is even, which again proves \eqref{eq:four-copy-kernel}. Next we show that $2X$ is $H$-periodic. For $R\in Q$, let $X_R=X\cap\pi_H^{-1}(R)$. The total number of missing points in these fibers is $\deltah$, so $X_R+X_S$ fills the whole coset indexed by $R+S$. If $R\ne-R$, symmetry gives $|X_R|=|X_{-R}|>h/2$; thus $X_R+X_R$ also fills the coset indexed by $2R$. The remaining repeated-fiber sums have $R=-R$ and target the zero coset. This coset is filled by $X_R+X_{-R}$ if a non-self-inverse direction exists. Otherwise $Q\setminus\{0\}$ contains at least two self-inverse directions. At most one of their fibers has size at most $h/2$, since their total deficit is less than $h$. A fiber of size greater than $h/2$ then fills $H$ by addition to itself. Every coset of $2Q$ is therefore full in $2X$. It follows that \begin{equation}\label{eq:periodic-iterate} |jX|=h|jQ|\qquad(j\ge2). \end{equation} Let $t$ be the last integer for which $tQ\ne G/H$. Such an integer exists because $Q$ is proper, contains zero, and generates the quotient. If $t=1$, \eqref{eq:four-copy-growth} follows at once from $|X|=2m+1$ and \eqref{eq:periodic-iterate}. Suppose $t\ge2$. The Vosper property gives \begin{equation}\label{eq:quotient-last-layer} |jQ|\ge ju\quad(1\le jv$, then $|(t-1)Q|+|Q|>v$ would force $tQ=G/H$, also a contradiction. This proves \eqref{eq:quotient-last-layer}. For $2\le j m-\frac{m(m-1)}b>m-1. \end{equation} In particular, some $x\in U$ has $\lambda_B(x)\ge m$. \end{lemma} \begin{proof} Put $\alpha=\max_{x\in U}\lambda_B(x)$ and $\ell=2b-3$. We have $1\le\ell\le |G|-1$. Write $\ell=2mR+q$, where $0\le q<2m$. The growth estimate \eqref{eq:four-copy-growth} permits us to choose pairwise disjoint sets $E_j\subseteq jU^*\setminus\{0\}$ with \[ |E_j|=2m\ (1\le j\le R),\qquad |E_{R+1}|=q. \] Indeed, each ball contains enough nonzero points to add the next required set. Let $E$ be their union. Counting ordered differences of distinct elements of $B$ gives \[ \sum_{x\in E}\lambda_B(x) \ge\ell b-b(b-1)=b(\ell-b+1). \] On the other hand, subadditivity of the boundary gives \begin{align*} \sum_{x\in E}\lambda_B(x) &\le\alpha\left(2m\sum_{j=1}^Rj+q(R+1)\right)\\ &=\alpha(R+1)(mR+q) \le\frac{\alpha(\ell+m)^2}{4m}. \end{align*} The last inequality follows by completing the square in $q$. Consequently \[ \alpha\ge\frac{4mb(b-2)}{(2b+m-3)^2} =\frac{m(1-2/b)}{(1+(m-3)/(2b))^2}. \] Since $m\ge4$ and $b>m(m-1)$, we may use $(1+x)^{-2}>1-2x$ for $x>0$ to obtain the following strict bound. Integrality of $\alpha$ then gives the final assertion. \begin{align*} \alpha &>m\left(1-\frac2b\right)\left(1-\frac{m-3}b\right)\\ &=m-\frac{m(m-1)}b+\frac{2m(m-3)}{b^2} >m-\frac{m(m-1)}b>m-1.\qedhere \end{align*} \end{proof} \smallskip \noindent\textit{Remark.} Our argument follows \cite[Section~4.2]{BGGH}. In \href{https://arxiv.org/abs/1112.1929v1}{arXiv:1112.1929v1}, the final comparison in the proof of Lemma~4.6 (p.~18) is incorrect: in our notation, the product's $1/b$ term is $-m(m-1)/b$, as expanded above. Lemmas~\ref{lem:four-copy-growth}--\ref{lem:four-copy-boundary} establish the estimates needed here under the four-copy hypothesis without invoking \cite[Lemma~4.2]{BGGH}. \begin{lemma}\label{lem:repetition} Let $r\ge2$, and let $U$ be an $m$-element set in a finite abelian group. If $U^{2r}$ is zero-sum-free, then \begin{equation}\label{eq:repetition} \N(U^r)\ge r\tri m. \end{equation} \end{lemma} \begin{proof} Fix $r$ and induct on $m$, replacing the ambient group by $\gen U$. For $m\le2$, $\N(U)\ge\tri m$ is immediate. For $m=3$, the three one-element sums are distinct, as are the three two-element sums. There is at most one equality between the two families: two such equalities would force an element of $U$ to have order two. The total sum belongs to neither family. Hence $\N(U)\ge6$. Equation~\eqref{eq:superadditive} proves \eqref{eq:repetition} in these base cases. Assume $m\ge4$. The set $U$ is antisymmetric. It is also valid. Indeed, if $A=\Sig(V)$ had size greater than $|\gen V|/2$ for some nonempty $V\subseteq U$, then $A+A=\gen V$. A representation of $-v$ by $V^2$, followed by a third copy of any $v\in V$, would give a nonempty zero-sum subsequence of $U^{2r}$. Put $B=\Sig(U^r)$, $b=|B|$, and $n=|G|$. First suppose $b>n/2$. Since $U^{2r}$ is zero-sum-free, $B\cap(-B)=\{0\}$. Therefore $n=2b-1$ is odd. Let $c=\sigma(U^r)$ and $M=b-1$, so $n=2M+1$. Taking complementary subsequences gives $B=c-B$, and consequently \begin{equation}\label{eq:dense-alternation} B\cup(B-c)=G,\qquad B\cap(B-c)=\{0\}. \end{equation} On every orbit of translation by $c$ not containing zero, membership in $B$ would alternate. Such an orbit has odd length, which is impossible. Thus $c$ generates $G$. On its one orbit, \eqref{eq:dense-alternation} determines $B$: with $g=-2c$, \[ B=\{0,g,\ldots,Mg\},\qquad c=Mg. \] Write the distinct elements of $U$ as $w_1g,\ldots,w_mg$, where $1\le w_i\le M$. If the integer sum of the weights of $U^r$ first exceeded $M$ at some prefix, that prefix weight would lie in $[M+1,2M]$, contradicting the description of $B$. Thus $r\sum_iw_i\le M$. Its residue is $M$ modulo $2M+1$, so equality holds. It follows that $\N(U^r)=M\ge r\tri m$. Now suppose $b\le n/2$. Every zero-sum-free sequence has at least its length in nonempty sums, so $b\ge rm+1\ge2m+1=|U^*|$. The representation theorem applies to $U^*$. In the AP case, validity and the input from Section~2 give $\N(U)\ge\tri m$, and \eqref{eq:superadditive} finishes the proof. In the Vosper case, the induction hypothesis gives \[ b\ge r\tri{m-1}+1\ge m(m-1)+1. \] Also $U^4$ is zero-sum-free, since $r\ge2$. Thus Lemma~\ref{lem:four-copy-boundary} applies and supplies an $x\in U$ with $\lambda_B(x)\ge m$. For $0\le j\le r+1$, put \[ B_j=\Sig((U\setminus\{x\})^r)+\{0,x,\ldots,jx\}. \] The increments $d_j=|B_j\setminus B_{j-1}|$ are nonincreasing: if $y\in B_{j+1}\setminus B_j$, then $y-x\in B_j\setminus B_{j-1}$. Indeed, $y$ must come from the new translate, and membership of $y-x$ in $B_{j-1}$ would imply $y\in B_j$. Since $B_r=B$ and $d_{r+1}=\lambda_B(x)$, induction yields \[ \N(U^r)\ge\N((U\setminus\{x\})^r)+r\lambda_B(x) \ge r\tri{m-1}+rm=r\tri m.\qedhere \] \end{proof} \Needspace{14\baselineskip} \section{Quotient sums and almost full fibers} The next lemma permits zero relations at the corners of a box of multiplicities. It excludes them only when some coordinate is strictly between its two endpoints. \begin{lemma}\label{lem:capacity} Let $q_1,\ldots,q_m$ be distinct elements of a finite abelian group, and let $7\le L_i\le h$ be integers. Suppose \begin{equation}\label{eq:internal-nonzero} \sum_i j_iq_i\ne0 \quad\text{whenever }0\le j_i\le L_i \text{ and some }0e$, and divisibility by $j$ gives $Z\subseteq J$ and $|X+J|+|Y+J|=h$. Since $D+J=D$ avoids zero and $0\in Z$, we have $(X+J)\cap(-Y+J)=\varnothing$. These sets therefore partition $K$. In $L=K/J$ this gives $\bar Y=-(L\setminus\bar X)$. For $u\in L$, \[ u\notin\bar X+\bar Y\quad\Longleftrightarrow\quad \bar X=u+\bar X. \] Thus the complement of $\bar X+\bar Y$ is the subgroup $P=\stab_L(\bar X)$. This subgroup also stabilizes $L\setminus P=\bar X+\bar Y$. Since $J$ was the full stabilizer of $D$, the quotient sumset is aperiodic, so $P$ is trivial. In particular, $\bar X+\bar Y=L\setminus\{0\}$. Choose a nonzero $u\in L$ and representations $\bar x_1+\bar y_1=u$, $\bar x_2+\bar y_2=-u$. Fix actual $x_2,y_1$, and vary $x_1,y_2$ in their indicated $J$-fibers. These two fibers together miss at most $e$ points, so at least $j-e$ pairs solve $x_1+x_2+y_1+y_2=0$ in $K$. Since $j\ge|Z|\ge2a$ and $ee+1$. If $X_i$ is a fiber translated into $K$, then \eqref{eq:restricted} and $h-L_i\le e$ imply \[ Z+(j\wedge X_i)=K\qquad(0100,\qquad e1600,\qquad a100$ and $a^2<6h$. No distinct opposite pair of external cosets can both be occupied. Otherwise its contribution to $e$ is at least $a-1$ by Lemma~\ref{lem:opposite}, contradicting \eqref{eq:kernel-budget}. There is no occupied self-inverse nonzero coset either. If one has size $L$, its elements lie in a subgroup of order $2h$, so \eqref{eq:basic} gives $L<\sqrt{12h}$. Its contribution to $e$ is $h/2-L$, whereas $eh/2-a>h/2-\sqrt{6h}>\sqrt{12h} \quad(h>1600), \] a contradiction. We may therefore write $p=2m$, with one occupied coset per opposite pair. If their sizes are $L_i$, then \[ e=\sum_i(h-L_i),\qquad c=mh+a-e,\qquad L_i\ge h-e>h-a+100>7. \] Lemma~\ref{lem:fibers} applies. After dropping its nonnegative $\N(A)$ term, we obtain \begin{align*} \N(C)-\frac{c^2}{2} &\ge \frac{mh^2}{2}-mha-3mhe-\frac{(a-e)^2}{2}-h\\ &>\frac{mh^2}{2}-4mha-4h =\frac{mh}{2}\left(h-8a-\frac8m\right)>0. \end{align*} The last inequality uses $a1600$. Thus every failure of \eqref{eq:expansion} gives the first alternative. \end{proof} \section{From expansion to subset sums} \begin{lemma}\label{lem:exp-boundary} Let $C\subseteq G$, $H=\gen C$, and $d>0$. Suppose, for every $r\ge1$, either $rC^*=H$ or $|rC^*|\ge2rd$. If $b=\min\{|B|,|G\setminus B|\}>d$ and $|H|\ge2b$, then \begin{equation}\label{eq:exp-boundary} \max_{x\in C}\lambda_B(x)>d-d^2/b. \end{equation} \end{lemma} \begin{proof} By complementation assume $|B|=b$. Suppose all boundaries are at most $M=d-d^2/b>0$. Put $\rho(x)=|B\cap(B+x)|$. For $x\in rC^*$, subadditivity gives $\rho(x)\ge b-rM$, whereas \begin{equation}\label{eq:correlation} \sum_{x\in H}\rho(x)=\sum_{Q\in G/H}|B\cap Q|^2\le b^2. \end{equation} Write $x_0=b/d=R+\theta$, with $R=\lfloor x_0\rfloor$ and $0\le\theta<1$. The hypotheses imply $|rC^*|\ge2rd$ for $1\le r\le R$ and $|(R+1)C^*|\ge2b$. Also $t_0=b-(R+1)M>0$. Integrating the level sets of $\rho$ over the consecutive intervals of length $M$, and then over $[0,t_0]$, yields \[ \sum_{x\in H}\rho(x)\ge dMR(R+1)+2bt_0. \] The right side, divided by $b^2$, equals \[ 1+\frac{1-\theta+\theta^2+\theta(1-\theta)/x_0}{x_0^2}>1, \] contradicting \eqref{eq:correlation}. \end{proof} We now prove the global estimate for antisymmetric sets. For $s\ge1$ write \[ L(s)=\lceil\log_{3/2}s\rceil,\qquad \calH_s=\sum_{j=1}^s\frac1j. \] \begin{lemma}\label{lem:quarter} Every antisymmetric zero-sum-free set $T$ of size $r\ge1$ satisfies \begin{equation}\label{eq:quarter} \N(T)\ge\frac{r^2}{4}-\frac{r+1}{2}L(r)-1. \end{equation} \end{lemma} \begin{proof} Arrange $T=\{a_1,\ldots,a_r\}$ greedily, always choosing the largest boundary relative to the current prefix sumset. Let $B_j=\Sig(\{a_1,\ldots,a_j\})$ and $\sigma_j=|B_j|$, with $\sigma_0=1$. Before step $i$, set $C_i=\{a_i,\ldots,a_r\}$, $c_i=r-i+1$, and $H_i=\gen{C_i}$. Stop before the first step for which \begin{equation}\label{eq:capacity-stop} |H_i|<2\min\{\sigma_{i-1},|G\setminus B_{i-1}|\}, \qquad G=\gen T. \end{equation} Before stopping, zero-sum-freeness and \eqref{eq:basic} imply $|G\setminus B_{i-1}|\ge\N(C_i)\ge2c_i-1$. Hence \eqref{eq:olson-boundary} gives \begin{equation}\label{eq:weak-growth} \sigma_i-\sigma_{i-1}\ge\frac12\min\{\sigma_{i-1}+1,c_i+1\}. \end{equation} While $\sigma_{i-1}0$ and $b\le d$, \eqref{eq:complement} forces $b=\sigma$, and the right side is negative. Otherwise Lemma~\ref{lem:exp-boundary} applies. When $b=\sigma$, it gives the stronger $c-100-c^2/\sigma$; when $b=|G\setminus B_{i-1}|$, its error $d^2/b$ is at most six by \eqref{eq:complement}. This proves \eqref{eq:strong-growth} in every case. Put $L=L(s)$. After the first $L+1$ steps, weak growth gives, for each available $i\ge L+2$, \begin{equation}\label{eq:harmonic} \sigma_{i-1}\ge\frac{(i-1-L)(c_i+2)}2, \qquad \frac{c_i^2}{\sigma_{i-1}} \le\frac{2s}{i-1-L}. \end{equation} Indeed, by step $L$ the initial multiplicative regime has ended. For $L+1\le j\le i-1$, the weak increment at step $j$ is at least $(c_j+1)/2\ge(c_i+2)/2$. Summing these $i-1-L$ increments gives the first inequality. If $L+2>s$, there are no such steps. Discard the first $L+1$ ideal increments at cost at most $s(L+1)$, and sum \eqref{eq:strong-growth} and \eqref{eq:harmonic}. Since \[ \sum_{i=1}^j c_i\ge\frac{s^2-(s-j)^2}{2}, \] every prefix formed before stopping obeys \begin{equation}\label{eq:half-prefix} \sigma_j\ge\frac{s^2-(s-j)^2}{2} -s\bigl(L+107+2\calH_s\bigr). \end{equation} Its right side is nonpositive during the discarded initial steps, so an early stop is included. If the first condition in \eqref{eq:two-stops} occurs, apply \eqref{eq:superadditive} to prefix and tail. The tail contribution $c_i^2/2$ cancels the missing square in \eqref{eq:half-prefix}. If no stop occurs, use $j=s$ and subtract the empty sum. For a stop caused only by subgroup capacity, let $H$ be the stopping subgroup, $v$ the last position outside $H$, and $T=S_{>v}$, $r=s-v$. As in Lemma~\ref{lem:quarter}, \[ \N(S)\ge\sigma_{v-1}+2\N(T). \] Apply \eqref{eq:half-prefix} at $v-1$ and \eqref{eq:quarter} to $T$. For $r=0$ use $\N(T)=0$ directly. Since $r+1\le s$ and $L(r)\le L(s)$ when $r\ge1$, all cases give the convenient common bound \begin{equation}\label{eq:explicit-transfer} \N(S)\ge\frac{s^2}{2}-108s-(2s+1)L(s) -2s\calH_s-\frac52. \end{equation} To simplify it, use $L(s)\le\tfrac52\log(s+1)+1$ and $\calH_s\le\log(s+1)+1$. The error in \eqref{eq:explicit-transfer} is at most \[ (7s+\tfrac52)\log(s+1)+112s+\tfrac72 \le10s\log(s+1)+116s, \] because $(3s-\tfrac52)\log(s+1)+4s-\tfrac72\ge0$ for $s\ge1$. This proves \eqref{eq:antisymmetric}. \end{proof} \section{Proof of the main theorem and consequences} \begin{proof}[Proof of Theorem~\ref{thm:main}] Let $I$ be the set of all order-two elements in $S$, let $q=|I|$, and set $X=S\setminus I$, $s=k-q$. Zero-sum-freeness makes $I$ linearly independent over $\mathbb F_2$. Therefore \begin{equation}\label{eq:involutions} 2^q=|\Sig(I)|\le\N(S)+1. \end{equation} If $\N(S)\ge k^2/2$ there is nothing to prove. Otherwise \[ q\le\log_2(\N(S)+1)<3\log(k+1), \] since $\N(S)+1\tri t$, the residues $1,2,\ldots,t$ form a zero-sum-free set in $\mathbb Z/n\mathbb Z$. Taking $n=\tri t+1$ shows that $\Ol(\mathbb Z/n\mathbb Z)\ge t+1$ along a sequence with $t\sim\sqrt{2n}$. Theorem~\ref{thm:main} leaves a gap of order $k\log k$ from the classical upper bound. It does not establish the following sharper possibility. \begin{conjecture}\label{conj:exact} For every $k\ge8$, \[ f(k)=\left\lfloor\frac{k^2}{2}\right\rfloor+1. \] \end{conjecture} The small values must be treated separately. In particular, $f(4)=8$ and $f(7)=24$; see \cite{EE,GHHLLP}. Even an improvement of the error in Theorem~\ref{thm:main} to $O(k)$ would be a further step. The present proof loses a logarithmic number of initial greedy steps and also incurs a harmonic error from reciprocal prefix sizes. Improving the error term to $O(k)$ would require a sharper treatment of these steps, or additional structural information. \begin{thebibliography}{9} \bibitem{BGGH} \'E. Balandraud, B. Girard, S. Griffiths, and Y. O. Hamidoune, \emph{Subset sums in abelian groups}, European J. Combin. \textbf{34} (2013), no. 8, 1269--1286. \href{https://arxiv.org/abs/1112.1929}{arXiv:1112.1929}. \bibitem{EE} R. B. Eggleton and P. 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