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  • 标题:A (k+3)/2-approximation algorithm for monotone submodular k-set packing and general k-exchange systems
  • 本地全文:下载
  • 作者:Justin Ward
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2012
  • 卷号:14
  • 页码:42-53
  • DOI:10.4230/LIPIcs.STACS.2012.42
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:We consider the monotone submodular k-set packing problem in the context of the more general problem of maximizing a monotone submodular function in a k-exchange system. These systems, introduced by Feldman et al. [Feldman,2011], generalize the matroid k-parity problem in a wide class of matroids and capture many other combinatorial optimization problems. We give a deterministic, non-oblivious local search algorithm that attains an approximation ratio of (k + 3)/2 + epsilon for the problem of maximizing a monotone submodular function in a k-exchange system, improving on the best known result of k+epsilon, and answering an open question posed by Feldman et al.
  • 关键词:k-set packing; k-exchange systems; submodular maximization; local search; approximation algorithms
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