An approximation algorithm for k-level squared metric facility location problem with outliers

IF 1.3 4区 数学 Q2 MATHEMATICS, APPLIED Optimization Letters Pub Date : 2024-04-04 DOI:10.1007/s11590-024-02107-y
Li Zhang, Jing Yuan, Qiaoliang Li
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Abstract

We investigate k-level squared metric facility location problem with outliers (k-SMFLPWO) for any constant k. In k-SMFLPWO, given k facilities set \({\mathcal {F}}_{l}\), where \(l\in \{1, 2, \cdots , k\}\), clients set \({\mathcal {C}}\) with cardinality n and a non-negative integer \(q<n\). The sum of opening and connection cost will be substantially increased by distant clients. To minimize the total cost, some distant clients can not be connected, in short, at least \(n-q\) clients in clients set \({\mathcal {C}}\) are connected to the path \(p=(i_{1}\in {\mathcal {F}}_{1}, i_{2}\in {\mathcal {F}}_{2}, \cdots , i_{k}\in {\mathcal {F}}_{k})\) where the facilities in path p are opened. Based on primal-dual approximation algorithm and the property of squared metric triangle inequality, we present a constant factor approximation algorithm for k-SMFLPWO.

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有异常值的 k 级平方度量设施定位问题的近似算法
在 k-SMFLPWO 中,给定 k 个设施集 \({\mathcal {F}}_{l}\), 其中 \(lin \{1, 2, \cdots , k\}\), 客户集 \({\mathcal {C}}\) 具有 cardinality n 和一个非负整数 \(q<n\)。远端客户会大大增加打开和连接成本之和。为了使总成本最小化,一些远端客户不能被连接,简而言之,客户集 \({\mathcal {C}}\) 中至少有 \(n-q\) 个客户被连接到路径 \(p=(i_{1}\in {\mathcal {F}}_{1}、i_{2}\in {\mathcal {F}}_{2}, \cdots , i_{k}\in {\mathcal {F}}_{k})\) 路径 p 中的设施被打开。基于初等二元近似算法和平方度量三角不等式的性质,我们提出了一种 k-SMFLPWO 的恒因子近似算法。
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来源期刊
Optimization Letters
Optimization Letters 管理科学-应用数学
CiteScore
3.40
自引率
6.20%
发文量
116
审稿时长
9 months
期刊介绍: Optimization Letters is an international journal covering all aspects of optimization, including theory, algorithms, computational studies, and applications, and providing an outlet for rapid publication of short communications in the field. Originality, significance, quality and clarity are the essential criteria for choosing the material to be published. Optimization Letters has been expanding in all directions at an astonishing rate during the last few decades. New algorithmic and theoretical techniques have been developed, the diffusion into other disciplines has proceeded at a rapid pace, and our knowledge of all aspects of the field has grown even more profound. At the same time one of the most striking trends in optimization is the constantly increasing interdisciplinary nature of the field. Optimization Letters aims to communicate in a timely fashion all recent developments in optimization with concise short articles (limited to a total of ten journal pages). Such concise articles will be easily accessible by readers working in any aspects of optimization and wish to be informed of recent developments.
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