A Tale of Santa Claus, Hypergraphs and Matroids
Sami Davies, Thomas Rothvoss, Yihao Zhang
摘要
A well-known problem in scheduling and approximation algorithms is the Santa Claus problem. Suppose that Santa Claus has a set of gifts, and he wants to distribute them among a set of children so that the least happy child is made as happy as possible. Here, the value that a child i has for a present j is of the form p i j ∈ 0, p j . A polynomial time algorithm by Annamalai et al. gives a 12.33-approximation and is based on a modification of Haxell's hypergraph matching argument.
In this paper, we introduce a matroid version of the Santa Claus problem. Our algorithm is also based on Haxell's augmenting tree, but with the introduction of the matroid structure, we solve a more general problem with cleaner methods. Our result can then be used as a blackbox to obtain a (6 + ε)-approximation for Santa Claus. This factor also compares against a natural, compact LP for Santa Claus.
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- Online Algorithms for the Santa Claus ProblemMax Springer, MohammadTaghi Hajiaghayi, Debmalya Panigrahi, Mohammad Reza KhaniNeurIPS 2022 · 被引用 16 次
- Approximating Nash social welfare under rado valuationsJugal Garg, Edin Husic, László A. VéghSTOC 2021 · 被引用 6 次
- Santa Claus meets Makespan and Matroids: Algorithms and ReductionsÉtienne Bamas, Alexander Lindermayr, Nicole Megow, Lars Rohwedder 等SODA 2024 · 被引用 3 次
- Better Trees for Santa ClausÉtienne Bamas, Lars RohwedderSTOC 2023 · 被引用 2 次
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