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  • 标题:Reliability Allocation of Underwater Experiment System Based on Particle Swarm Optimization
  • 本地全文:下载
  • 作者:Xiong, Lu ; Gong, Shen-guang
  • 期刊名称:Journal of Networks
  • 印刷版ISSN:1796-2056
  • 出版年度:2013
  • 卷号:8
  • 期号:6
  • 页码:1292-1299
  • DOI:10.4304/jnw.8.6.1292-1299
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:The problem of system reliability allocation is often solved by direct search method. The shortage, which affects the application of this method, is the large calculation amount of complex system architecture. Particle Swarm Optimization (PSO) is a popular and bionic algorithm based on the social behavior associated with bird flocking for optimization problems. The particle swarm optimization, which attracted the interest of researchers. In this paper, a kind of PSO algorithm is proposed to solve underwater experimental system reliability problems. In addition, the reliability of the system model is established as well, the model is numerically simulated by PSO algorithm and examples are provided. The results show that compared to other algorithms, PSO has a better adaptability and can solve the optimal solution more stably without the precocious weakness, which is more suitable for reliability optimization of a system underwater with a more complex structure.
  • 关键词:Reliability allocation;PSO algorithm;Series and parallel systems;Objective function
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