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Maximization of Constrained Non-submodular Functions

  • 【作者】Yang, Ruiqi,Xu, Dachuan,Du, Donglei,Xu, Yicheng,Yan, Xihong
  • 【刊名】Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  • 【作者单位】a Department of Operations Research and Scientific Computing, Beijing University of Technology, Beijing, 100124, China; b Faculty of Business, University of New Brunswick, Fredericton, E3B 5A3, NB, Canada; c Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China; d Department of Mathematics, Taiyuan Normal University, Jinzhong, 030619, Shanxi, China
  • 【年份】2019
  • 【卷号】Vol.11653
  • 【页码】615-626
  • 【ISSN】0302-9743
  • 【关键词】Approximation algorithms Independence system constraint Non-submodular maximization 
  • 【摘要】 We investigate a non-submodular maximization problem subject to a p-independence system constraint, where the non-submodularity of the utility function is characterized by a series of parameters, such as submodularity ratio, generalized curvature, a...
  • 【文献类型】 期刊
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