DocumentCode :
1072778
Title :
A Greedy Branch-and-Bound Inclusion-Exclusion Algorithm for Calculating the Exact Multi-State Network Reliability
Author :
Yeh, Wei-Chang
Author_Institution :
Nat. Tsing Hua Univ., Hsinchu
Volume :
57
Issue :
1
fYear :
2008
fDate :
3/1/2008 12:00:00 AM
Firstpage :
88
Lastpage :
93
Abstract :
In this study, a new IE (Inclusion-Exclusion Principle) involving some intuitive properties that characterize the structure of the intersections of d-minimal paths (d-MP)/d-minimal cuts (d-MC), and the relationships between d-MP/d-MC is developed to improve the IE for calculating the exact multi-state network (MSN) reliability. The proposed IE (called the Greedy-B&B-IE) developed first a greedy procedure for reordering d-MP/d-MC to speed up the procedure in detecting & deleting dominated terms. Then, a Branch-and-Bound (B&B)-based technique is proposed to implement the IE to reduce the number of intersections, and decrease the number of multiplications required for calculating the probability value of each term.
Keywords :
greedy algorithms; probability; reliability theory; trees (mathematics); d-minimal cuts; d-minimal paths; greedy branch-and-bound inclusion-exclusion algorithm; multistate network reliability; probability value; $d$-minimal path/cut; Branch-and-bound; greedy procedure; inclusion-exclusion principle; multi-state network; network reliability;
fLanguage :
English
Journal_Title :
Reliability, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9529
Type :
jour
DOI :
10.1109/TR.2008.916871
Filename :
4454147
Link To Document :
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