关于子模系统的收缩和垂对的一些结果

Saeid Hanifehnezhad, Ardeshir Dolati
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引用次数: 0

摘要

子模性是集函数的一个重要性质,具有深刻的理论成果和多种应用。子模系统出现在许多应用领域,例如机器学习、经济学、计算机视觉、社会科学、博弈论和组合优化。目前,子模函数的优化已经受到许多研究者的关注。对称子模系统的悬垂对在求该系统的极小值方面起着至关重要的作用。本文研究了子模系统的垂对与其收缩的垂对之间的一些关系。对于对称子模系统$left(V,惊吓)$,我们构造了一个合适的序列$left|Vright|-1$它的收缩垂对。通过使用这个序列,我们给出了系统的一些性质及其收缩。最后,我们证明了关于正模函数的极小化子的一些结果。
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Some Results about the Contractions and the Pendant Pairs of a Submodular System
Submodularity is an important  property of set functions with deep theoretical results  and various  applications. Submodular systems appear in many applicable area, for example machine learning, economics, computer vision, social science, game theory and combinatorial optimization.  Nowadays submodular functions optimization has been attracted by many researchers.  Pendant pairs of a symmetric submodular system  play  essential role  in finding a minimizer of this system.  In this paper,  we investigate some relations between pendant  pairs of  a  submodular  system and pendant pairs of its contractions. For a symmetric submodular system $left(V,fright)$ we construct a suitable sequence of $left|Vright|-1$ pendant pairs of its contractions. By using this sequence, we present some properties of the system and its contractions. Finally, we prove some results about the minimizers of a posimodular function.
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Communications in Mathematical Analysis
Communications in Mathematical Analysis Mathematics-Applied Mathematics
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