{"title":"有异常值的 k 级平方度量设施定位问题的近似算法","authors":"Li Zhang, Jing Yuan, Qiaoliang Li","doi":"10.1007/s11590-024-02107-y","DOIUrl":null,"url":null,"abstract":"<p>We investigate <i>k</i>-level squared metric facility location problem with outliers (<i>k</i>-SMFLPWO) for any constant <i>k</i>. In <i>k</i>-SMFLPWO, given <i>k</i> facilities set <span>\\({\\mathcal {F}}_{l}\\)</span>, where <span>\\(l\\in \\{1, 2, \\cdots , k\\}\\)</span>, clients set <span>\\({\\mathcal {C}}\\)</span> with cardinality <i>n</i> and a non-negative integer <span>\\(q<n\\)</span>. 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 <span>\\(n-q\\)</span> clients in clients set <span>\\({\\mathcal {C}}\\)</span> are connected to the path <span>\\(p=(i_{1}\\in {\\mathcal {F}}_{1}, i_{2}\\in {\\mathcal {F}}_{2}, \\cdots , i_{k}\\in {\\mathcal {F}}_{k})\\)</span> where the facilities in path <i>p</i> are opened. Based on primal-dual approximation algorithm and the property of squared metric triangle inequality, we present a constant factor approximation algorithm for <i>k</i>-SMFLPWO.</p>","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An approximation algorithm for k-level squared metric facility location problem with outliers\",\"authors\":\"Li Zhang, Jing Yuan, Qiaoliang Li\",\"doi\":\"10.1007/s11590-024-02107-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>We investigate <i>k</i>-level squared metric facility location problem with outliers (<i>k</i>-SMFLPWO) for any constant <i>k</i>. In <i>k</i>-SMFLPWO, given <i>k</i> facilities set <span>\\\\({\\\\mathcal {F}}_{l}\\\\)</span>, where <span>\\\\(l\\\\in \\\\{1, 2, \\\\cdots , k\\\\}\\\\)</span>, clients set <span>\\\\({\\\\mathcal {C}}\\\\)</span> with cardinality <i>n</i> and a non-negative integer <span>\\\\(q<n\\\\)</span>. 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 <span>\\\\(n-q\\\\)</span> clients in clients set <span>\\\\({\\\\mathcal {C}}\\\\)</span> are connected to the path <span>\\\\(p=(i_{1}\\\\in {\\\\mathcal {F}}_{1}, i_{2}\\\\in {\\\\mathcal {F}}_{2}, \\\\cdots , i_{k}\\\\in {\\\\mathcal {F}}_{k})\\\\)</span> where the facilities in path <i>p</i> are opened. Based on primal-dual approximation algorithm and the property of squared metric triangle inequality, we present a constant factor approximation algorithm for <i>k</i>-SMFLPWO.</p>\",\"PeriodicalId\":1,\"journal\":{\"name\":\"Accounts of Chemical Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":16.4000,\"publicationDate\":\"2024-04-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Accounts of Chemical Research\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://doi.org/10.1007/s11590-024-02107-y\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s11590-024-02107-y","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
An approximation algorithm for k-level squared metric facility location problem with outliers
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.
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.