Economic design of reliable networks

被引:26
作者
Deeter, DL [1 ]
Smith, AE [1 ]
机构
[1] Univ Pittsburgh, Dept Ind Engn, Pittsburgh, PA 15261 USA
关键词
D O I
10.1080/07408179808966573
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper describes a general approach to the optimal design of communications networks when considering both economics and reliability. The approach uses a genetic algorithm to identify the best topology of network arcs to collectively meet cost and network reliability considerations. This approach is distinct because it is highly flexible and can readily solve many versions of the network design problem, including formulations not previously seen in the literature that more closely reflect actual design scenarios. The method is shown to be effective, computationally efficient and flexible on a suite of diverse test problems.
引用
收藏
页码:1161 / 1174
页数:14
相关论文
共 37 条
[1]   TOPOLOGICAL LAYOUT OF LINKS FOR OPTIMIZING THE OVERALL RELIABILITY IN A COMPUTER-COMMUNICATION SYSTEM [J].
AGGARWAL, KK ;
CHOPRA, YC ;
BAJWA, JS .
MICROELECTRONICS AND RELIABILITY, 1982, 22 (03) :347-351
[2]   RELIABILITY EVALUATION IN COMPUTER-COMMUNICATION NETWORKS [J].
AGGARWAL, KK ;
RAI, S .
IEEE TRANSACTIONS ON RELIABILITY, 1981, 30 (01) :32-35
[3]  
[Anonymous], 1979, Computers and Intractablity: A Guide to the Theoryof NP-Completeness
[4]   RELIABILITY OPTIMIZATION OF COMMUNICATION-NETWORKS USING SIMULATED ANNEALING [J].
ATIQULLAH, MM ;
RAO, SS .
MICROELECTRONICS AND RELIABILITY, 1993, 33 (09) :1303-1319
[5]  
Ball M., 1977, Annals of Discrete Mathematics, V1, P49
[6]   A RECURSIVE VARIANCE-REDUCTION ALGORITHM FOR ESTIMATING COMMUNICATION-NETWORK RELIABILITY [J].
CANCELA, H ;
ELKHADIRI, M .
IEEE TRANSACTIONS ON RELIABILITY, 1995, 44 (04) :595-602
[7]  
Coit D. W., 1996, INFORMS Journal of Computing, V8, P173, DOI 10.1287/ijoc.8.2.173
[8]   Penalty guided genetic search for reliability design optimization [J].
Coit, DW ;
Smith, AE .
COMPUTERS & INDUSTRIAL ENGINEERING, 1996, 30 (04) :895-904
[9]   Reliability optimization of series-parallel systems using a genetic algorithm [J].
Coit, DW ;
Smith, AE .
IEEE TRANSACTIONS ON RELIABILITY, 1996, 45 (02) :254-&
[10]  
De Jong K. A., 1975, ANAL BEHAV CLASS GEN