{"title":"针对洛瓦兹-施里弗 SDP 算子的具有高升降级的稳定集合多面体","authors":"Yu Hin Au, Levent Tunçel","doi":"10.1007/s10107-024-02093-0","DOIUrl":null,"url":null,"abstract":"<p>We study the lift-and-project rank of the stable set polytopes of graphs with respect to the Lovász–Schrijver SDP operator <span>\\({{\\,\\textrm{LS}\\,}}_+\\)</span>. In particular, we focus on a search for relatively small graphs with high <span>\\({{\\,\\textrm{LS}\\,}}_+\\)</span>-rank (i.e., the least number of iterations of the <span>\\({{\\,\\textrm{LS}\\,}}_+\\)</span> operator on the fractional stable set polytope to compute the stable set polytope). We provide families of graphs whose <span>\\({{\\,\\textrm{LS}\\,}}_+\\)</span>-rank is asymptotically a linear function of its number of vertices, which is the best possible up to improvements in the constant factor. This improves upon the previous best result in this direction from 1999, which yielded graphs whose <span>\\({{\\,\\textrm{LS}\\,}}_+\\)</span>-rank only grew with the square root of the number of vertices.</p>","PeriodicalId":18297,"journal":{"name":"Mathematical Programming","volume":"220 1","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2024-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Stable set polytopes with high lift-and-project ranks for the Lovász–Schrijver SDP operator\",\"authors\":\"Yu Hin Au, Levent Tunçel\",\"doi\":\"10.1007/s10107-024-02093-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>We study the lift-and-project rank of the stable set polytopes of graphs with respect to the Lovász–Schrijver SDP operator <span>\\\\({{\\\\,\\\\textrm{LS}\\\\,}}_+\\\\)</span>. In particular, we focus on a search for relatively small graphs with high <span>\\\\({{\\\\,\\\\textrm{LS}\\\\,}}_+\\\\)</span>-rank (i.e., the least number of iterations of the <span>\\\\({{\\\\,\\\\textrm{LS}\\\\,}}_+\\\\)</span> operator on the fractional stable set polytope to compute the stable set polytope). We provide families of graphs whose <span>\\\\({{\\\\,\\\\textrm{LS}\\\\,}}_+\\\\)</span>-rank is asymptotically a linear function of its number of vertices, which is the best possible up to improvements in the constant factor. This improves upon the previous best result in this direction from 1999, which yielded graphs whose <span>\\\\({{\\\\,\\\\textrm{LS}\\\\,}}_+\\\\)</span>-rank only grew with the square root of the number of vertices.</p>\",\"PeriodicalId\":18297,\"journal\":{\"name\":\"Mathematical Programming\",\"volume\":\"220 1\",\"pages\":\"\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2024-05-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mathematical Programming\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://doi.org/10.1007/s10107-024-02093-0\",\"RegionNum\":2,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"COMPUTER SCIENCE, SOFTWARE ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mathematical Programming","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s10107-024-02093-0","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, SOFTWARE ENGINEERING","Score":null,"Total":0}
Stable set polytopes with high lift-and-project ranks for the Lovász–Schrijver SDP operator
We study the lift-and-project rank of the stable set polytopes of graphs with respect to the Lovász–Schrijver SDP operator \({{\,\textrm{LS}\,}}_+\). In particular, we focus on a search for relatively small graphs with high \({{\,\textrm{LS}\,}}_+\)-rank (i.e., the least number of iterations of the \({{\,\textrm{LS}\,}}_+\) operator on the fractional stable set polytope to compute the stable set polytope). We provide families of graphs whose \({{\,\textrm{LS}\,}}_+\)-rank is asymptotically a linear function of its number of vertices, which is the best possible up to improvements in the constant factor. This improves upon the previous best result in this direction from 1999, which yielded graphs whose \({{\,\textrm{LS}\,}}_+\)-rank only grew with the square root of the number of vertices.
期刊介绍:
Mathematical Programming publishes original articles dealing with every aspect of mathematical optimization; that is, everything of direct or indirect use concerning the problem of optimizing a function of many variables, often subject to a set of constraints. This involves theoretical and computational issues as well as application studies. Included, along with the standard topics of linear, nonlinear, integer, conic, stochastic and combinatorial optimization, are techniques for formulating and applying mathematical programming models, convex, nonsmooth and variational analysis, the theory of polyhedra, variational inequalities, and control and game theory viewed from the perspective of mathematical programming.