Emergent Mind

A Nearly Quadratic-Time FPTAS for Knapsack

(2308.07821)
Published Aug 15, 2023 in cs.DS

Abstract

We investigate polynomial-time approximation schemes for the classic 0-1 knapsack problem. The previous algorithm by Deng, Jin, and Mao (SODA'23) has approximation factor $1 + \eps$ with running time $\widetilde{O}(n + \frac{1}{\eps{2.2}})$. There is a lower Bound of $(n + \frac{1}{\eps}){2-o(1)}$ conditioned on the hypothesis that $(\min, +)$ has no truly subquadratic algorithm. We close the gap by proposing an approximation scheme that runs in $\widetilde{O}(n + \frac{1}{\eps2})$ time.

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