摘要: 采用边界分区标识网络的思想,实现基于边界分区的自顶向下K端可靠度二叉决策图(BDD)构建算法。针对BDD构建过程中存在的节点冗余问题,提出无效边冗余消除和K点非连通冗余消除2种处理技术。在规则网络和实际工程中的实验结果表明,利用无效边冗余消除和K点非连通消除技术后的BDD改进算法,在不影响算法时间性能的情况下,可大幅缩减BDD尺度,提升K端网络可靠度分析算法性能,适用于大规模的网络可靠度分析。
关键词:
网络可靠度,
二叉决策图,
边界集,
边收缩,
冗余
Abstract: Using the boundary partition of identification network thought,the Binary Decision Diagram(BDD) construction algorithm in top-down K-terminal reliability based on boundary partition is realized.Aiming at the problem of node redundancy existed in BDD construction process,this paper proposes two processing techniques about invalid edge redundancy elimination and K-point nonconnected redundancy elimination.Experimental results of regular network and practical engineering show that,the improved BDD algorithm with invalid edge redundancy elimination technique and K point nonconnected redundancy elimination technique,can substantially reduce the BDD scale,and enhance the K-terminal network reliability analysis of algorithm performance,without affecting the time performance,which is applied to larger scale network reliability analysis.
Key words:
network reliability,
Binary Decision Diagram(BDD),
boundary set,
edge contraction,
redundancy
中图分类号:
曾令国,潘竹生,莫毓昌. 网络可靠性分析中自顶向下的二叉决策图构造研究[J]. 计算机工程, 2015, 41(1): 309-315.
ZENG Lingguo,PAN Zhusheng,MO Yuchang. Research on Binary Decision Diagram Construction in Top-down for Network Reliability Analysis[J]. Computer Engineering, 2015, 41(1): 309-315.