Optimal availability improvement for digital switching systems
作者： Ruiying Li , Wei Xie
DOI: 10.1109/RAMS.2015.7105074
关键词: Structure (mathematical logic) 、 Signaling system 、 Gradient method 、 Mathematical optimization 、 Genetic algorithm 、 Computer science 、 Digital switching 、 Nonlinear programming 、 Markov model 、 Algebraic number
摘要: The demand of optimal availability improvement for digital switching system emerges as the communication technology develops rapidly. Due to its networked structure and multiple down states, is calculated based on network reliability algebraic methods Markov model. An model proposed which aims at finding availability-related parameters components that minimizing cost subject constraints goal parameter bounds caused by technological limitations. To solve high-dimensional nonlinear programming problem, both generalized reduced gradient method genetic algorithm are applied. Finally, a signaling number 7 (SS7) used verify effectiveness our optimization algorithms.
07105074.pdf 参考文章(17)
Syed Riffat Ali, Digital Switching Systems : System Reliability And Analysis ,(2013)
Douglas R. Shier, Network Reliability and Algebraic Structures ,(1991)
Shin-Guang Chen, Yi-Kuei Lin, Search for All Minimal Paths in a General Large Flow Network IEEE Transactions on Reliability. ,vol. 61, pp. 949- 956 ,(2012) , 10.1109/TR.2012.2220897
Yi-Kuei Lin, Using minimal cuts to evaluate the system reliability of a stochastic-flow network with failures at nodes and arcs Reliability Engineering & System Safety. ,vol. 75, pp. 41- 46 ,(2002) , 10.1016/S0951-8320(01)00110-7
Cheng-Hsiung Chiang, Liang-Hsuan Chen, Availability allocation and multi-objective optimization for parallel–series systems European Journal of Operational Research. ,vol. 180, pp. 1231- 1244 ,(2007) , 10.1016/J.EJOR.2006.04.037
Roger J. McNichols, George H. Messer, A Cost-Based Availability Allocation Algorithm IEEE Transactions on Reliability. ,vol. 3, pp. 178- 182 ,(1971) , 10.1109/TR.1971.5216122
Charles Elegbede, Kondo Adjallah, Availability allocation to repairable systems with genetic algorithms: a multi-objective formulation Reliability Engineering & System Safety. ,vol. 82, pp. 319- 330 ,(2003) , 10.1016/J.RESS.2003.08.001
Liang Tseng Fan, Chiu Sen Wang, Frank A. Tillman, Ching Lai Hwang, Optimization of Systems Reliability IEEE Transactions on Reliability. ,vol. 2, pp. 81- 86 ,(1967) , 10.1109/TR.1967.5217465
P.Giuggioli Busacca, M. Marseguerra, E. Zio, Multiobjective optimization by genetic algorithms: application to safety systems Reliability Engineering & System Safety. ,vol. 72, pp. 59- 74 ,(2001) , 10.1016/S0951-8320(00)00109-5
Ying-Shen Juang, Shui-Shun Lin, Hsing-Pei Kao, A knowledge management system for series-parallel availability optimization and design Expert Systems With Applications. ,vol. 34, pp. 181- 193 ,(2008) , 10.1016/J.ESWA.2006.08.023