计算机科学 ›› 2012, Vol. 39 ›› Issue (8): 104-110.

• 计算机网络与信息安全 • 上一篇    下一篇

基于边状态枚举计算多状态网络可靠度动态界

雷俊牛,孙新利,李振   

  1. (海军装备研究院北京100161)' (第二炮兵工程学院一系西安710025)z
  • 出版日期:2018-11-16 发布日期:2018-11-16

Dynamic Bounding Algorithm for Approximating Multi-state Network Reliability Based on Arc State Enumeration

  • Online:2018-11-16 Published:2018-11-16

摘要: 为降低计算多状态网络可靠度的复杂性,综合考虑网络中具有多态性的边处于各中间状态的概率及从某中 间状态转换到相邻状态对网络性能的影响,提出了一种基于边状态枚举计算多状态网络可靠度上下界的算法。该算 法首先令网络中各边仅取完全工作和完全失效两种状态,将处于中间状态的概率分别叠加到完全工作和完全失效状 态的概率上,得到可靠度上下界的初始值;而后按照对可靠度影响递减的顺序迭代枚举边的中间状态,通过集合间的 比较,计算可靠度上下界的改变值,同时获得不断减小的可靠度上界和不断增加的可靠度下界,使其最终收敛于可靠 度精确值。该算法不需提前求取网络d-最小割(路)集,且枚举较少的网络状态即可得到紧凑的可靠度上下界。相关 引理的证明及算例分析验证了该算法的正确性和有效性。

关键词: 多状态网络,随机流量网络,可靠度界,边状态枚举

Abstract: In order to reduce complexity of calculating multi-state network reliability, considering stay probability and effect on network capability when transfering to adjacent state of multimode arc in each intermediate state,an algorithm for calculating multi-state network reliability dynamic bounds based on arc state enumeration was proposed. Firstly, as- suming arcs can be in either of two states: operating or failed, obtained initial reliability upper and lower bounds respec- lively by adding probability of each arc in all intermediate states to probability of operating or failed state. Then, itera- lively enumerated intermediate states in order of decreasing effect to network reliability, and calculated variation value of upper and lower bounds by comparison operation of sets,while it derived a series of decreasing upper bounds and a se- ries of increasing lower bounds simultaneously,guarantecd to enclose the exact reliability value. The algorithm does not require a priori the d-minimal cuts or d-minimal puts of the multi-state network, and can ensure an exact difference be- tween the upper and lower bounds with enumerating fewer network states. Related lemma warrant and example analysis verify correctness and effectiveness of the algorithm.

Key words: Multi state network, Stochasti}flow network, Reliability bound, Arc state enumeration

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