• DocumentCode
    3683028
  • Title

    Parallel Particle Swarm Optimization Algorithm Based on CUDA in the AWS Cloud

  • Author

    Jianming Li;Wei Wang;Xiangpei Hu

  • Author_Institution
    Sch. of Comput. Sci., Dalian Univ. of Technol., Dalian, China
  • fYear
    2015
  • Firstpage
    8
  • Lastpage
    12
  • Abstract
    The algorithm of Particle Swarm Optimization (PSO) will be very time-consuming when deal with the large-scale problem. A parallel algorithm of PSO based on CUDA in the AWS Cloud is approached to speed up the process and improve the efficiency of the algorithm. The experimental results demonstrate up to 80 times speedup compared to run the PSO algorithm on local CPU.
  • Keywords
    "Graphics processing units","Instruction sets","Algorithm design and analysis","Parallel processing","Particle swarm optimization","Optimization","Programming"
  • Publisher
    ieee
  • Conference_Titel
    Frontier of Computer Science and Technology (FCST), 2015 Ninth International Conference on
  • Type

    conf

  • DOI
    10.1109/FCST.2015.44
  • Filename
    7314642
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3683028