Streaming Algorithms for the $k$-Submodular Cover Problem

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Authors Wenqi Wang, Gregory Gutin, Yaping Mao, Donglei Du, Xiaoyan Zhang arXiv ID 2312.03593 Category cs.DS: Data Structures & Algorithms Citations 0 Last Checked 5 months ago
Abstract
Given a natural number $k\ge 2$, we consider the $k$-submodular cover problem ($k$-SC). The objective is to find a minimum cost subset of a ground set $\mathcal{X}$ subject to the value of a $k$-submodular utility function being at least a certain predetermined value $Ο„$. For this problem, we design a bicriteria algorithm with a cost at most $O(1/Ξ΅)$ times the optimal value, while the utility is at least $(1-Ξ΅)Ο„/r$, where $r$ depends on the monotonicity of $g$.
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