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
Link To Document :
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