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Computer Science > Data Structures and Algorithms

Title: A Faster Algorithm for Pigeonhole Equal Sums

Authors: Ce Jin, Hongxun Wu
Abstract: An important area of research in exact algorithms is to solve Subset-Sum-type problems faster than meet-in-middle. In this paper we study Pigeonhole Equal Sums, a total search problem proposed by Papadimitriou (1994): given $n$ positive integers $w_1,\dots,w_n$ of total sum $\sum_{i=1}^n w_i < 2^n-1$, the task is to find two distinct subsets $A, B \subseteq [n]$ such that $\sum_{i\in A}w_i=\sum_{i\in B}w_i$.
Similar to the status of the Subset Sum problem, the best known algorithm for Pigeonhole Equal Sums runs in $O^*(2^{n/2})$ time, via either meet-in-middle or dynamic programming (Allcock, Hamoudi, Joux, Klingelh\"{o}fer, and Santha, 2022).
Our main result is an improved algorithm for Pigeonhole Equal Sums in $O^*(2^{0.4n})$ time. We also give a polynomial-space algorithm in $O^*(2^{0.75n})$ time. Unlike many previous works in this area, our approach does not use the representation method, but rather exploits a simple structural characterization of input instances with few solutions.
Comments: 11 pages
Subjects: Data Structures and Algorithms (cs.DS)
Cite as: arXiv:2403.19117 [cs.DS]
  (or arXiv:2403.19117v1 [cs.DS] for this version)

Submission history

From: Ce Jin [view email]
[v1] Thu, 28 Mar 2024 03:15:58 GMT (221kb,D)

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