Copositive programming motivated bounds on the stability and the chromatic numbers

• 成果类型: Article
• 署名作者: Dukanovic, Igor; Rendl, Franz
• 署名单位: University of Maribor; University of Klagenfurt
• 刊物名称: MATHEMATICAL PROGRAMMING
• ISSN/ISSBN: 0025-5610
• DOI: 10.1007/s10107-008-0233-x
• 发表日期: 2010
• 页码: 249-268
• 关键词: graph; relaxations; sums

摘要

The Lovasz theta number of a graph G can be viewed as a semidefinite programming relaxation of the stability number of G. It has recently been shown that a copositive strengthening of this semidefinite program in fact equals the stability number of G. We introduce a related strengthening of the Lovasz theta number toward the chromatic number of G, which is shown to be equal to the fractional chromatic number of G. Solving copositive programs is NP-hard. This motivates the study of tractable approximations of the copositive cone. We investigate the Parrilo hierarchy to approximate this cone and provide computational simplifications for the approximation of the chromatic number of vertex transitive graphs. We provide some computational results indicating that the Lovasz theta number can be strengthened significantly toward the fractional chromatic number of G on some Hamming graphs.