Reliability evaluation of multi-state systems under cost consideration

被引:33
作者
Niu, Yi-Feng [1 ]
Xu, Xiu-Zhen [2 ]
机构
[1] Henan Polytech Univ, Sch Math & Informat Sci, Jiaozuo 454000, Peoples R China
[2] Henan Polytech Univ, Sch Comp Sci & Technol, Jiaozuo 454000, Peoples R China
关键词
Reliability evaluation; Multi-state system; Cost constraint; Lower capacity bound; (d; c)-MP/d-MP/MP/d-flow; STOCHASTIC-FLOW NETWORK; 2-TERMINAL RELIABILITY; BUDGET CONSTRAINTS; MINIMAL CUTS; ALGORITHM; TERMS; NODES;
D O I
10.1016/j.apm.2011.11.055
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A more practical and desirable performance index of multi-state systems is the two-terminal reliability for level (d,c) (2TR(d, c)), defined as the probability that d units of flow can be transmitted from the source node to the sink node with the total cost less than or equal to c. In this article, a simple algorithm is developed to calculate 2TR(d, c) in terms of (d,c)-MPs. Two major advantages of the proposed algorithm include: (1) as of now, it is the only algorithm that searches for (d,c)-MPs without requiring all minimal paths (MPs) and the procedure of transforming feasible solutions; (2) it is more practical and efficient in solving (d, c)-MP problem in contrast to the best-known method. An example is provided to illustrate the generation of (d,c)-MPs by using the presented algorithm, and 2TR(d, c) is thus evaluated. Furthermore, the computational experiments are conducted to verify the performance of the presented algorithm. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:4261 / 4270
页数:10
相关论文
共 20 条
[1]  
Ahuja R., 1993, NETWORK FLOWS THEORY
[2]   Computational investigations of maximum flow algorithms [J].
Ahuja, RK ;
Kodialam, M ;
Mishra, AK ;
Orlin, JB .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 97 (03) :509-542
[4]  
Colbourn Charles J, 1987, The combinatorics of network reliability
[5]  
Ford LR, 1962, FLOWS NETWORKS
[6]   Algorithms to determine the threshold reliability of flow networks [J].
Jane, CC ;
Laih, YW .
IIE TRANSACTIONS, 2004, 36 (05) :469-479
[7]   RELIABILITY EVALUATION OF A LIMITED-FLOW NETWORK IN TERMS OF MINIMAL CUTSETS [J].
JANE, CC ;
LIN, JS ;
YUAN, J .
IEEE TRANSACTIONS ON RELIABILITY, 1993, 42 (03) :354-361
[8]   A practical algorithm for computing multi-state two-terminal reliability [J].
Jane, Chin-Chia ;
Laih, Yih-Wenn .
IEEE TRANSACTIONS ON RELIABILITY, 2008, 57 (02) :295-302
[9]   Reliability evaluation of capacitated-flow networks with budget constraints [J].
Lin, JS .
IIE TRANSACTIONS, 1998, 30 (12) :1175-1180
[10]   RELIABILITY EVALUATION OF A CAPACITATED-FLOW NETWORK IN TERMS OF MINIMAL PATHSETS [J].
LIN, JS ;
JANE, CC ;
YUAN, J .
NETWORKS, 1995, 25 (03) :131-138