Minimum non-submodular cover problem with applications '

被引:2
|
作者
Shi, Majun [1 ]
Yang, Zishen [1 ]
Wang, Wei [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Math & Stat, 28 Xianning West Rd, Xian 710049, Peoples R China
基金
中国国家自然科学基金;
关键词
Greedy algorithm; Submodular function; Submodular cover; Approximation ratio; GREEDY ALGORITHM;
D O I
10.1016/j.amc.2021.126442
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Minimum Submodular Cover problem often occurs naturally in the context of combinatorial optimization. It is well-known that the greedy algorithm achieves an H(delta)- approximation guarantee for an integer-valued polymatroid potential function f, where delta is the maximum value of f over all singletons and H(delta) is the delta-th harmonic number. In this paper, we extend the setting into the non-submodular potential functions and investigate Minimum Non-submodular Cover problem with integer-valued and fraction valued potential functions respectively, yielding similar performance results. In addition, we address several real-world applications which can be formulated as Minimum Nonsubmodular Cover problem. (C) 2021 Elsevier Inc. All rights reserved.
引用
收藏
页数:11
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