Title :
A simple method for the multi-state quickest path flow network reliability problem
Author :
Yeh, Wei-Chang ; Chang, Wei-Wen ; Chiu, Chuan-Wei
Author_Institution :
Dept. of Ind. Eng. & Eng. Manage., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
In order to conform to the real world systems such as distribution systems and supply chain management system, we assume the capacity of each arc in the quickest path problem is stochastic (multi-state). In this study, we propose a simple algorithm to evaluate the probability that d units of data can be sent from the source node to the sink node through the multi-state quickest path flow network within T units of time. The proposed algorithm based on the k-th shortest path algorithm only has less time complexity than the best-known algorithms which were required to solve the NP-hard problem to find all minimal paths in advance.
Keywords :
computational complexity; distributed algorithms; reliability theory; NP-hard problem; distribution system; multistate quickest path flow network reliability; quickest path problem; shortest path algorithm; sink node; source node; time complexity; Computer network reliability; Computer networks; Electronic mail; Industrial engineering; Maintenance; NP-hard problem; Research and development management; Stochastic systems; Supply chain management; Upper bound; multi-state quickest path flow network; reliability; the k-th shortest path;
Conference_Titel :
Reliability, Maintainability and Safety, 2009. ICRMS 2009. 8th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4903-3
Electronic_ISBN :
978-1-4244-4905-7
DOI :
10.1109/ICRMS.2009.5270229