• DocumentCode
    959445
  • Title

    An algorithm for lower reliability bounds of multistate two-terminal networks

  • Author

    Satitsatian, Sarintip ; Kapur, Kailash C.

  • Author_Institution
    Dept. of Ind. Eng., Univ. of Washington, Seattle, WA, USA
  • Volume
    55
  • Issue
    2
  • fYear
    2006
  • fDate
    6/1/2006 12:00:00 AM
  • Firstpage
    199
  • Lastpage
    206
  • Abstract
    Network reliability is extensively used to measure the degree of stability of the quality of infrastructure services. The performance of an infrastructure network and its components degrades over time in real situations. Multi-state reliability modeling that allows a finite number of different states for the performance of the network and its components is more appropriate for the reliability assessment, and provides a more realistic view of the network performance than the traditional binary reliability modeling. Due to the computational complexity of the enumerative methods in evaluating the multi-state reliability, the problem can be reduced to searching lower boundary points, and using them to evaluate reliability. Lower boundary points can be used to compute the exact reliability value and reliability bounds. We present an algorithm to search for lower boundary points. The proposed algorithm has considerable improvement in terms of computational efficiency by significantly reducing the number of iterations to obtain lower reliability bounds.
  • Keywords
    computational complexity; iterative methods; reliability theory; search problems; binary reliability modeling; computational complexity; enumerative method; infrastructure service quality; iterations; multistate reliability modeling; multistate two-terminal networks; network reliability bounds; search algorithm; stability; Computational complexity; Computational efficiency; Computer networks; Degradation; Distributed computing; Industrial engineering; Materials reliability; Random variables; Stability; State-space methods; Lower boundary points; multistate reliability; network reliability;
  • fLanguage
    English
  • Journal_Title
    Reliability, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9529
  • Type

    jour

  • DOI
    10.1109/TR.2006.874922
  • Filename
    1638404