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

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research 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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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