| 基于抽样的复杂网络可靠性度量算法 |
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| 引用本文： | 邓雪莲,王力虎. 基于抽样的复杂网络可靠性度量算法[J]. 计算机工程与设计, 2008, 29(1): 72-75 |
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| 作者姓名： | 邓雪莲 王力虎 |
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| 作者单位： | 广西师范大学,物理与电子工程学院,广西,桂林,541004;广西师范大学,物理与电子工程学院,广西,桂林,541004 |
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| 摘 要： | 提出了一种基于抽样技术的算法ABS,通过分析从大型复杂网络中抽样所得到的样本网络,推导出大型复杂网络的可靠性度量参数,同时还给出这些参数的 Bootstrap 置信区间.大量的实验表明,ABS 算法在估算大型复杂网络的可靠性度量参数方面是有效的、可行的.
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| 关 键 词： | 复杂网络 复杂网络可靠性 可靠性度量 抽样方法 置信区间 |
| 文章编号： | 1000-7024（2008）01-0072-04 |
| 收稿时间： | 2007-01-08 |
| 修稿时间： | 2007-01-08 |
Algorithm of reliability measures of complex networks based on sampling |
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| DENG Xue-lian,WANG Li-hu. Algorithm of reliability measures of complex networks based on sampling[J]. Computer Engineering and Design, 2008, 29(1): 72-75 |
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| Authors: | DENG Xue-lian WANG Li-hu |
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| Abstract: | An algorithm based on sampling(ABS) is proposed,which can compute the reliability measures of a large-scale complex networks by the analysis of a sample networks drawn from it.The bootstrap-based confidence intervals for these reliability measures are also given.Extensive experiments show that ABS is efficient in estimating the reliability measures of large-scale complex networks. |
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| Keywords: | complex networks reliability of complex networks reliability measures sampling method confidence intervals |
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