DocumentCode
2923142
Title
A new symbolic approach for network reliability analysis
Author
Beccuti, Marco ; Bobbio, Andrea ; Franceschinis, Giuliana ; Terruggia, Roberta
Author_Institution
Dipt. di Inf., Univ. di Torino, Torino, Italy
fYear
2012
fDate
25-28 June 2012
Firstpage
1
Lastpage
12
Abstract
In this paper we propose an improved BDD approach to the network reliability analysis, that allows the user to compute an exact solution or an approximation based on reliability bounds when network complexity makes the former solution practically impossible. To this purpose, a new algorithm for encoding the connectivity graph on a Binary Decision Diagram (BDD) has been developed; it reduces the computation memory peak with respect to previous approaches based on the same type of data structure without increasing the execution time, and allows us also to derive from a subset of the minpaths/mincuts a lower/upper bound of the network reliability, so that the quality of the obtained approximation can be estimated. Finally, a fair and detailed comparison between our approach and another state of the art approach presented in the literature is documented through a set of benchmarks.
Keywords
approximation theory; binary decision diagrams; computational complexity; graph theory; network theory (graphs); reliability theory; BDD approach; binary decision diagram; computation memory peak reduction; connectivity graph; data structure; network complexity; network reliability analysis; reliability bounds; Approximation algorithms; Approximation methods; Boolean functions; Bridges; Data structures; Encoding; Reliability; BDD; Exact and Approximate Algorithms; Network Reliability; Upper and Lower Bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Dependable Systems and Networks (DSN), 2012 42nd Annual IEEE/IFIP International Conference on
Conference_Location
Boston, MA
ISSN
1530-0889
Print_ISBN
978-1-4673-1624-8
Electronic_ISBN
1530-0889
Type
conf
DOI
10.1109/DSN.2012.6263935
Filename
6263935
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