ITP OpenIR  > SCI期刊论文
Zdeborova, L; Zhang, P; Zhou, HJ; Zhang, P (reprint author), Chinese Acad Sci, Inst Theoret Phys, CAS Key Lab Theoret Phys, Beijing 100190, Peoples R China.
Fast and simple decycling and dismantling of networks
发表期刊SCIENTIFIC REPORTS
语种英语
摘要Decycling and dismantling of complex networks are underlying many important applications in network science. Recently these two closely related problems were tackled by several heuristic algorithms, simple and considerably sub-optimal, on the one hand, and involved and accurate message-passing ones that evaluate single-node marginal probabilities, on the other hand. In this paper we propose a simple and extremely fast algorithm, CoreHD, which recursively removes nodes of the highest degree from the 2-core of the network. CoreHD performs much better than all existing simple algorithms. When applied on real-world networks, it achieves equally good solutions as those obtained by the state-of-art iterative message-passing algorithms at greatly reduced computational cost, suggesting that CoreHD should be the algorithm of choice for many practical purposes.
2016
卷号6页码:37954
学科领域Science & Technology - Other Topics
DOIhttp://dx.doi.org/10.1038/srep37954
收录类别SCI
项目资助者National Basic Research Program of China [2013CB932804] ; National Basic Research Program of China [2013CB932804] ; National Basic Research Program of China [2013CB932804] ; National Basic Research Program of China [2013CB932804] ; National Natural Science Foundation of China [11121403, 11225526] ; National Natural Science Foundation of China [11121403, 11225526] ; National Natural Science Foundation of China [11121403, 11225526] ; National Natural Science Foundation of China [11121403, 11225526] ; Knowledge Innovation Program of Chinese Academy of Sciences [KJCX2-EW-J02] ; Knowledge Innovation Program of Chinese Academy of Sciences [KJCX2-EW-J02] ; Knowledge Innovation Program of Chinese Academy of Sciences [KJCX2-EW-J02] ; Knowledge Innovation Program of Chinese Academy of Sciences [KJCX2-EW-J02]
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文献类型期刊论文
条目标识符http://ir.itp.ac.cn/handle/311006/21476
专题SCI期刊论文
计算平台成果
通讯作者Zhang, P (reprint author), Chinese Acad Sci, Inst Theoret Phys, CAS Key Lab Theoret Phys, Beijing 100190, Peoples R China.
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GB/T 7714
Zdeborova, L,Zhang, P,Zhou, HJ,et al. Fast and simple decycling and dismantling of networks[J]. SCIENTIFIC REPORTS,2016,6:37954.
APA Zdeborova, L,Zhang, P,Zhou, HJ,&Zhang, P .(2016).Fast and simple decycling and dismantling of networks.SCIENTIFIC REPORTS,6,37954.
MLA Zdeborova, L,et al."Fast and simple decycling and dismantling of networks".SCIENTIFIC REPORTS 6(2016):37954.
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