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版本更新 · v2arXiv:2607.00894

Space-Optimal Sensitivity Oracles for Single-Source Mincuts

Koustav Bhanja, Merav Parter, Asaf Petruschka

How much information is needed to describe the effect of any single edge failure on all mincuts? Classical mincut representations, such as Gomory-Hu trees and cactus-like structures, show that mincuts often admit unexpectedly compact static certificates. However, much less is known about whether such compactness survives failures. We study the single-source setting. Given an undirected multigraph $G$ and source $s$, our oracle reports, for any failed edge $e$, all vertices $t$ whose $s,t$-mincut value decreases in $G\setminus{e}$; equivalently, whether $e$ belongs to some $s,t$-mincut. This is the single-source analogue of Picard-Queyranne's fixed-pair [MPS '80] and Baswana-Pandey's all-pairs sensitivity results [SODA '22], and the failure counterpart of Baswana-Gupta-Knollmann's insertion oracle [Algorithmica '22]. No subquadratic-space solution was known to date. We give an optimal $O(n)$-space oracle with $O(n)$ reporting time, matching the insertion bounds. We also give $O(n^{1.5})$-space oracles for insertions and failures, with $O(\log n)$ membership queries or amortized $O(\log^2 n)$ reporting time per affected vertex. Subquadratic-space oracles with such fast query times were unknown, even for insertions. Our main technical contribution connects farthest mincut DAGs, central to the insertion oracle, with Dinitz-Vainshtein's Connectivity Carcass for Steiner mincuts [STOC '94], which generalizes global-mincut cactus representations. These novel, intricate connections reveal the carcass's potential beyond Steiner mincuts.

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arXiv ↗PDF ↗
新论文 · v1arXiv:2611.06478

Beyond Gomory-Hu: All-Pairs $\times$ All-Pairs Mincuts in $O(n)$ Space

Koustav Bhanja, Merav Parter, Asaf Petruschka

For over four decades, two classical structures have offered complementary views of mincuts. The Gomory-Hu tree encodes one $(x,y)$-mincut for every vertex pair $x,y$ in $O(n)$ space, but retains only one mincut per pair. In contrast, for a fixed pair $x,y$, the Picard-Queyranne representation admits an $O(n)$ space vertex ordering that determines whether some $(x,y)$-mincut separates any given pair $u,v$ and reports such a cut. Can these complementary guarantees hold simultaneously in $O(n)$ space? We answer affirmatively. For undirected graphs, we construct an $O(n)$ space structure encoding, for every four vertices $x,y,u,v$, an $(x,y)$-mincut separating $u,v$ whenever one exists. More precisely, given any terminal pair $x,y$, the structure recovers the Picard-Queyranne ordering in $O(n)$ time. Thereafter, separability queries take $O(1)$ time, and reporting a separating mincut $C$ takes $O(|C|)$ time. Thus, information for all $Θ(n^4)$ choices of $x,y,u,v$ is encoded in $O(n)$ space. This is essentially the strongest information of this form that fits in $O(n)$ space: if one additionally requires the mincut to place $u$ on side of $x$ and $v$ on side of $y$, then $Ω(n^2)$ space is necessary even for fixed $x,y$. As a consequence, we obtain an $O(n)$ space all-pairs mincut sensitivity oracle for a single edge failure in multigraphs, with optimal $O(n)$ time to report a new mincut. This resolves an open question of Baswana and Pandey [SODA'22] on achieving $o(n^2)$ space and $o(m)$ query time simultaneously. Our construction substantially generalizes the $O(n)$ space nearest-mincut-hierarchy [SODA'27], which reports only the nearest $(x,y)$-mincut. Recovering the entire Picard-Queyranne ordering for an arbitrary pair requires new structural properties of the Dinitz-Vainshtein [STOC'94] connectivity carcass, extending its use beyond the Steiner mincuts it represents.

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arXiv ↗PDF ↗