Structural Factoring Approach for Analyzing Stochastic Networks

Structural Factoring Approach for Analyzing Stochastic Networks

Paperback (21 Oct 2018)

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Publisher's Synopsis

The problem of finding the distribution of the shortest path length through a stochastic network is investigated. A general algorithm for determining the exact distribution of the shortest path length is developed based on the concept of conditional factoring, in which a directed, stochastic network is decomposed into an equivalent set of smaller, generally less complex subnetworks. Several network constructs are identified and exploited to reduce significantly the computational effort required to solve a network problem relative to complete enumeration. This algorithm can be applied to two important classes of stochastic path problems: determining the critical path distribution for acyclic networks and the exact two-terminal reliability for probabilistic networks. Computational experience with the algorithm was encouraging and allowed the exact solution of networks that have been previously analyzed only by approximation techniques. Hayhurst, Kelly J. and Shier, Douglas R. Langley Research Center RTOP 505-66-21-01...

Book information

ISBN: 9781729014264
Publisher: Independently Published
Imprint: Independently Published
Pub date:
Language: English
Number of pages: 30
Weight: 95g
Height: 280mm
Width: 216mm
Spine width: 2mm