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The Semidefinite Relaxation of the k-Partition Polytope Is Strong

机译:K分配多容灶的半纤维弛豫是强烈的

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Radio frequency bandwidth has become a very scarce resource. This holds true in particular for the popular mobile communication system GSM. Carefully planning the use of the available frequencies is thus of great importance to GSM network operators. Heuristic optimization methods for this task are known, which produce frequency plans causing only moderate amounts of disturbing interference in many typical situations. In order to thoroughly assess the quality of the plans, however, lower bounds on the unavoidable interference are in demand. The results obtained so far using linear programming and graph theoretic arguments do not suffice. By far the best lower bounds are currently obtained from semidefinite programming. The link between semidefinite programming and the bound on unavoidable interference in frequency planning is the semidefinite relaxation of the graph minimum k-partition problem. Here, we take first steps to explain the surprising strength of the semidefinite relaxation. This bases on a study of the solution set of the semidefinite relaxation in relation to the circumscribed k-partition polytope. Our focus is on the huge class of hypermetric inequalities, which are valid and in many cases facet-defining for the k-partition polytope. We show that a "slightly shifted version" of the hypermetric inequalities is implicit to the semidefinite relaxation. In particular, no feasible point for the semidefinite relaxation violates any of the facet-defining triangle inequalities for the k-partition polytope by more than 2~(1/2)-1 of any of the (exponentially many) facet-defining clique constraints by 1/2 or more.
机译:射频带宽已成为一个非常稀缺的资源。这尤其适用于流行的移动通信系统GSM。仔细规划使用可用频率的使用是对GSM网络运营商的重要性。该任务的启发式优化方法是已知的,这产生了许多典型情况下仅导致适量的干扰的频率计划。然而,为了彻底评估计划的质量,不可避免的干扰的下限是有需求。迄今为止使用线性编程和图形理论参数获得的结果不足。到目前为止,最佳下限目前从SemideFinite编程中获得。 SEMIDEFINITE编程和频率规划中不可避免的干扰的绑定之间的链接是图形最小k分区问题的半纤维宽度。在这里,我们采取第一步解释Semidefinite放松的令人惊讶的力量。该基础关于关于关于外接k分配多孔孔的半纤维弛豫溶液组的研究。我们的重点是庞大的超细不平等,这是有效的,并且在许多情况下,在k分区多容素的刻面定义。我们表明,过度不等式的“略偏移版本”是隐含到SEMIDEFINITE放松的。特别地,半纤维弛豫的可行点违反了k分配多特渗透的任何方面定义三角形不等式,超过2〜(1/2)-1的(指数许多)刻面限制集团约束到1/2或更多。

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