TSP Escapes the $O(2^n n^2)$ Curse

May 05, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Mihail Stoian arXiv ID 2405.03018 Category cs.DS: Data Structures & Algorithms Cross-listed cs.CC Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
The dynamic programming solution to the traveling salesman problem due to Bellman, and independently Held and Karp, runs in time $O(2^n n^2)$, with no improvement in the last sixty years. We break this barrier for the first time by designing an algorithm that runs in deterministic time $2^n n^2 / 2^{Ξ©(\sqrt{\log n})}$. We achieve this by strategically remodeling the dynamic programming recursion as a min-plus matrix product, for which faster-than-naΓ―ve algorithms exist.
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